Update libimagequant (2.9.1)
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version 2.9
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-----------
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- new liq_histogram_add_colors()
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version 2.8
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-----------
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- standalone version
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- added Java interface (JNI)
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- new API for remapping multiple images to a single shared palette
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version 2.7
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-----------
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- improved dithering of saturated and semitransparent colors
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- libimagequant reports detailed progress and supports aborting of operations via callbacks
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- fixed order of log output when using openmp
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version 2.5
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-----------
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- replaced color search algorithm with vantage point tree, which is much faster and more reliable
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- deprecated IE6 workaround
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- warn when compiled without color profile support
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- improved support for predefined colors in libimagequant
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version 2.4
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-----------
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- fixed remapping of bright colors when dithering
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- added libimagequant API to add fixed preset colors to the palette
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version 2.3
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-----------
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- added ./configure script for better support of Intel C compiler and dependencies [thanks to pdknsk]
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- tweaked quality metric to better estimate quality of images with large solid backgrounds [thanks to Rolf Timmermans]
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- avoid applying quality setting to images that use palette already
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version 2.2
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-----------
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- OpenMP acceleration
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- improved support for Intel C Compiler, speedup in 32-bit GCC, and some workarounds for Visual Studio's incomplete C support
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version 2.1
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-----------
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- option to generate posterized output (for use with 16-bit textures)
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version 2.0
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-----------
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- refactored codebase into pngquant and standalone libimagequant
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- reduced memory usage by further 30% (and more for very large images)
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- less precise remapping improving speed by 25% in higher speed settings
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- fixed regression in dithering of alpha channel
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# Contributor Covenant Code of Conduct
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## Our Pledge
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In the interest of fostering an open and welcoming environment, we as
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contributors and maintainers pledge to making participation in our project and
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our community a harassment-free experience for everyone, regardless of age, body
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This Code of Conduct applies both within project spaces and in public spaces
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## Attribution
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This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
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available at [http://contributor-covenant.org/version/1/4][version]
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[homepage]: http://contributor-covenant.org
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[version]: http://contributor-covenant.org/version/1/4/
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Thank you for contributing! pngquant and libimagequant are licensed under multiple
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licenses, so to make things clear, I'm accepting contributions as licensed under
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the BSD 2-clause license:
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Redistribution and use in source and binary forms, with or without modification,
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1. Redistributions of source code must retain the above copyright notice,
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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@ -1,36 +0,0 @@
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© 1997-2002 by Greg Roelofs; based on an idea by Stefan Schneider.
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© 2009-2014 by Kornel Lesiński.
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All rights reserved.
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Redistribution and use in source and binary forms, with or without modification,
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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© 1989, 1991 by Jef Poskanzer.
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Permission to use, copy, modify, and distribute this software and its
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@ -0,0 +1,641 @@
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libimagequant is derived from code by Jef Poskanzer and Greg Roelofs
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licensed under pngquant's original license (at the end of this file),
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and contains extensive changes and additions by Kornel Lesiński
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licensed under GPL v3.
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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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libimagequant © 2009-2016 by Kornel Lesiński.
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GNU GENERAL PUBLIC LICENSE
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Version 3, 29 June 2007
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Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
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Everyone is permitted to copy and distribute verbatim copies
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||||||
|
and control, on terms that prohibit them from making any copies of
|
||||||
|
your copyrighted material outside their relationship with you.
|
||||||
|
|
||||||
|
Conveying under any other circumstances is permitted solely under
|
||||||
|
the conditions stated below. Sublicensing is not allowed; section 10
|
||||||
|
makes it unnecessary.
|
||||||
|
|
||||||
|
3. Protecting Users' Legal Rights From Anti-Circumvention Law.
|
||||||
|
|
||||||
|
No covered work shall be deemed part of an effective technological
|
||||||
|
measure under any applicable law fulfilling obligations under article
|
||||||
|
11 of the WIPO copyright treaty adopted on 20 December 1996, or
|
||||||
|
similar laws prohibiting or restricting circumvention of such
|
||||||
|
measures.
|
||||||
|
|
||||||
|
When you convey a covered work, you waive any legal power to forbid
|
||||||
|
circumvention of technological measures to the extent such circumvention
|
||||||
|
is effected by exercising rights under this License with respect to
|
||||||
|
the covered work, and you disclaim any intention to limit operation or
|
||||||
|
modification of the work as a means of enforcing, against the work's
|
||||||
|
users, your or third parties' legal rights to forbid circumvention of
|
||||||
|
technological measures.
|
||||||
|
|
||||||
|
4. Conveying Verbatim Copies.
|
||||||
|
|
||||||
|
You may convey verbatim copies of the Program's source code as you
|
||||||
|
receive it, in any medium, provided that you conspicuously and
|
||||||
|
appropriately publish on each copy an appropriate copyright notice;
|
||||||
|
keep intact all notices stating that this License and any
|
||||||
|
non-permissive terms added in accord with section 7 apply to the code;
|
||||||
|
keep intact all notices of the absence of any warranty; and give all
|
||||||
|
recipients a copy of this License along with the Program.
|
||||||
|
|
||||||
|
You may charge any price or no price for each copy that you convey,
|
||||||
|
and you may offer support or warranty protection for a fee.
|
||||||
|
|
||||||
|
5. Conveying Modified Source Versions.
|
||||||
|
|
||||||
|
You may convey a work based on the Program, or the modifications to
|
||||||
|
produce it from the Program, in the form of source code under the
|
||||||
|
terms of section 4, provided that you also meet all of these conditions:
|
||||||
|
|
||||||
|
a) The work must carry prominent notices stating that you modified
|
||||||
|
it, and giving a relevant date.
|
||||||
|
|
||||||
|
b) The work must carry prominent notices stating that it is
|
||||||
|
released under this License and any conditions added under section
|
||||||
|
7. This requirement modifies the requirement in section 4 to
|
||||||
|
"keep intact all notices".
|
||||||
|
|
||||||
|
c) You must license the entire work, as a whole, under this
|
||||||
|
License to anyone who comes into possession of a copy. This
|
||||||
|
License will therefore apply, along with any applicable section 7
|
||||||
|
additional terms, to the whole of the work, and all its parts,
|
||||||
|
regardless of how they are packaged. This License gives no
|
||||||
|
permission to license the work in any other way, but it does not
|
||||||
|
invalidate such permission if you have separately received it.
|
||||||
|
|
||||||
|
d) If the work has interactive user interfaces, each must display
|
||||||
|
Appropriate Legal Notices; however, if the Program has interactive
|
||||||
|
interfaces that do not display Appropriate Legal Notices, your
|
||||||
|
work need not make them do so.
|
||||||
|
|
||||||
|
A compilation of a covered work with other separate and independent
|
||||||
|
works, which are not by their nature extensions of the covered work,
|
||||||
|
and which are not combined with it such as to form a larger program,
|
||||||
|
in or on a volume of a storage or distribution medium, is called an
|
||||||
|
"aggregate" if the compilation and its resulting copyright are not
|
||||||
|
used to limit the access or legal rights of the compilation's users
|
||||||
|
beyond what the individual works permit. Inclusion of a covered work
|
||||||
|
in an aggregate does not cause this License to apply to the other
|
||||||
|
parts of the aggregate.
|
||||||
|
|
||||||
|
6. Conveying Non-Source Forms.
|
||||||
|
|
||||||
|
You may convey a covered work in object code form under the terms
|
||||||
|
of sections 4 and 5, provided that you also convey the
|
||||||
|
machine-readable Corresponding Source under the terms of this License,
|
||||||
|
in one of these ways:
|
||||||
|
|
||||||
|
a) Convey the object code in, or embodied in, a physical product
|
||||||
|
(including a physical distribution medium), accompanied by the
|
||||||
|
Corresponding Source fixed on a durable physical medium
|
||||||
|
customarily used for software interchange.
|
||||||
|
|
||||||
|
b) Convey the object code in, or embodied in, a physical product
|
||||||
|
(including a physical distribution medium), accompanied by a
|
||||||
|
written offer, valid for at least three years and valid for as
|
||||||
|
long as you offer spare parts or customer support for that product
|
||||||
|
model, to give anyone who possesses the object code either (1) a
|
||||||
|
copy of the Corresponding Source for all the software in the
|
||||||
|
product that is covered by this License, on a durable physical
|
||||||
|
medium customarily used for software interchange, for a price no
|
||||||
|
more than your reasonable cost of physically performing this
|
||||||
|
conveying of source, or (2) access to copy the
|
||||||
|
Corresponding Source from a network server at no charge.
|
||||||
|
|
||||||
|
c) Convey individual copies of the object code with a copy of the
|
||||||
|
written offer to provide the Corresponding Source. This
|
||||||
|
alternative is allowed only occasionally and noncommercially, and
|
||||||
|
only if you received the object code with such an offer, in accord
|
||||||
|
with subsection 6b.
|
||||||
|
|
||||||
|
d) Convey the object code by offering access from a designated
|
||||||
|
place (gratis or for a charge), and offer equivalent access to the
|
||||||
|
Corresponding Source in the same way through the same place at no
|
||||||
|
further charge. You need not require recipients to copy the
|
||||||
|
Corresponding Source along with the object code. If the place to
|
||||||
|
copy the object code is a network server, the Corresponding Source
|
||||||
|
may be on a different server (operated by you or a third party)
|
||||||
|
that supports equivalent copying facilities, provided you maintain
|
||||||
|
clear directions next to the object code saying where to find the
|
||||||
|
Corresponding Source. Regardless of what server hosts the
|
||||||
|
Corresponding Source, you remain obligated to ensure that it is
|
||||||
|
available for as long as needed to satisfy these requirements.
|
||||||
|
|
||||||
|
e) Convey the object code using peer-to-peer transmission, provided
|
||||||
|
you inform other peers where the object code and Corresponding
|
||||||
|
Source of the work are being offered to the general public at no
|
||||||
|
charge under subsection 6d.
|
||||||
|
|
||||||
|
A separable portion of the object code, whose source code is excluded
|
||||||
|
from the Corresponding Source as a System Library, need not be
|
||||||
|
included in conveying the object code work.
|
||||||
|
|
||||||
|
A "User Product" is either (1) a "consumer product", which means any
|
||||||
|
tangible personal property which is normally used for personal, family,
|
||||||
|
or household purposes, or (2) anything designed or sold for incorporation
|
||||||
|
into a dwelling. In determining whether a product is a consumer product,
|
||||||
|
doubtful cases shall be resolved in favor of coverage. For a particular
|
||||||
|
product received by a particular user, "normally used" refers to a
|
||||||
|
typical or common use of that class of product, regardless of the status
|
||||||
|
of the particular user or of the way in which the particular user
|
||||||
|
actually uses, or expects or is expected to use, the product. A product
|
||||||
|
is a consumer product regardless of whether the product has substantial
|
||||||
|
commercial, industrial or non-consumer uses, unless such uses represent
|
||||||
|
the only significant mode of use of the product.
|
||||||
|
|
||||||
|
"Installation Information" for a User Product means any methods,
|
||||||
|
procedures, authorization keys, or other information required to install
|
||||||
|
and execute modified versions of a covered work in that User Product from
|
||||||
|
a modified version of its Corresponding Source. The information must
|
||||||
|
suffice to ensure that the continued functioning of the modified object
|
||||||
|
code is in no case prevented or interfered with solely because
|
||||||
|
modification has been made.
|
||||||
|
|
||||||
|
If you convey an object code work under this section in, or with, or
|
||||||
|
specifically for use in, a User Product, and the conveying occurs as
|
||||||
|
part of a transaction in which the right of possession and use of the
|
||||||
|
User Product is transferred to the recipient in perpetuity or for a
|
||||||
|
fixed term (regardless of how the transaction is characterized), the
|
||||||
|
Corresponding Source conveyed under this section must be accompanied
|
||||||
|
by the Installation Information. But this requirement does not apply
|
||||||
|
if neither you nor any third party retains the ability to install
|
||||||
|
modified object code on the User Product (for example, the work has
|
||||||
|
been installed in ROM).
|
||||||
|
|
||||||
|
The requirement to provide Installation Information does not include a
|
||||||
|
requirement to continue to provide support service, warranty, or updates
|
||||||
|
for a work that has been modified or installed by the recipient, or for
|
||||||
|
the User Product in which it has been modified or installed. Access to a
|
||||||
|
network may be denied when the modification itself materially and
|
||||||
|
adversely affects the operation of the network or violates the rules and
|
||||||
|
protocols for communication across the network.
|
||||||
|
|
||||||
|
Corresponding Source conveyed, and Installation Information provided,
|
||||||
|
in accord with this section must be in a format that is publicly
|
||||||
|
documented (and with an implementation available to the public in
|
||||||
|
source code form), and must require no special password or key for
|
||||||
|
unpacking, reading or copying.
|
||||||
|
|
||||||
|
7. Additional Terms.
|
||||||
|
|
||||||
|
"Additional permissions" are terms that supplement the terms of this
|
||||||
|
License by making exceptions from one or more of its conditions.
|
||||||
|
Additional permissions that are applicable to the entire Program shall
|
||||||
|
be treated as though they were included in this License, to the extent
|
||||||
|
that they are valid under applicable law. If additional permissions
|
||||||
|
apply only to part of the Program, that part may be used separately
|
||||||
|
under those permissions, but the entire Program remains governed by
|
||||||
|
this License without regard to the additional permissions.
|
||||||
|
|
||||||
|
When you convey a copy of a covered work, you may at your option
|
||||||
|
remove any additional permissions from that copy, or from any part of
|
||||||
|
it. (Additional permissions may be written to require their own
|
||||||
|
removal in certain cases when you modify the work.) You may place
|
||||||
|
additional permissions on material, added by you to a covered work,
|
||||||
|
for which you have or can give appropriate copyright permission.
|
||||||
|
|
||||||
|
Notwithstanding any other provision of this License, for material you
|
||||||
|
add to a covered work, you may (if authorized by the copyright holders of
|
||||||
|
that material) supplement the terms of this License with terms:
|
||||||
|
|
||||||
|
a) Disclaiming warranty or limiting liability differently from the
|
||||||
|
terms of sections 15 and 16 of this License; or
|
||||||
|
|
||||||
|
b) Requiring preservation of specified reasonable legal notices or
|
||||||
|
author attributions in that material or in the Appropriate Legal
|
||||||
|
Notices displayed by works containing it; or
|
||||||
|
|
||||||
|
c) Prohibiting misrepresentation of the origin of that material, or
|
||||||
|
requiring that modified versions of such material be marked in
|
||||||
|
reasonable ways as different from the original version; or
|
||||||
|
|
||||||
|
d) Limiting the use for publicity purposes of names of licensors or
|
||||||
|
authors of the material; or
|
||||||
|
|
||||||
|
e) Declining to grant rights under trademark law for use of some
|
||||||
|
trade names, trademarks, or service marks; or
|
||||||
|
|
||||||
|
f) Requiring indemnification of licensors and authors of that
|
||||||
|
material by anyone who conveys the material (or modified versions of
|
||||||
|
it) with contractual assumptions of liability to the recipient, for
|
||||||
|
any liability that these contractual assumptions directly impose on
|
||||||
|
those licensors and authors.
|
||||||
|
|
||||||
|
All other non-permissive additional terms are considered "further
|
||||||
|
restrictions" within the meaning of section 10. If the Program as you
|
||||||
|
received it, or any part of it, contains a notice stating that it is
|
||||||
|
governed by this License along with a term that is a further
|
||||||
|
restriction, you may remove that term. If a license document contains
|
||||||
|
a further restriction but permits relicensing or conveying under this
|
||||||
|
License, you may add to a covered work material governed by the terms
|
||||||
|
of that license document, provided that the further restriction does
|
||||||
|
not survive such relicensing or conveying.
|
||||||
|
|
||||||
|
If you add terms to a covered work in accord with this section, you
|
||||||
|
must place, in the relevant source files, a statement of the
|
||||||
|
additional terms that apply to those files, or a notice indicating
|
||||||
|
where to find the applicable terms.
|
||||||
|
|
||||||
|
Additional terms, permissive or non-permissive, may be stated in the
|
||||||
|
form of a separately written license, or stated as exceptions;
|
||||||
|
the above requirements apply either way.
|
||||||
|
|
||||||
|
8. Termination.
|
||||||
|
|
||||||
|
You may not propagate or modify a covered work except as expressly
|
||||||
|
provided under this License. Any attempt otherwise to propagate or
|
||||||
|
modify it is void, and will automatically terminate your rights under
|
||||||
|
this License (including any patent licenses granted under the third
|
||||||
|
paragraph of section 11).
|
||||||
|
|
||||||
|
However, if you cease all violation of this License, then your
|
||||||
|
license from a particular copyright holder is reinstated (a)
|
||||||
|
provisionally, unless and until the copyright holder explicitly and
|
||||||
|
finally terminates your license, and (b) permanently, if the copyright
|
||||||
|
holder fails to notify you of the violation by some reasonable means
|
||||||
|
prior to 60 days after the cessation.
|
||||||
|
|
||||||
|
Moreover, your license from a particular copyright holder is
|
||||||
|
reinstated permanently if the copyright holder notifies you of the
|
||||||
|
violation by some reasonable means, this is the first time you have
|
||||||
|
received notice of violation of this License (for any work) from that
|
||||||
|
copyright holder, and you cure the violation prior to 30 days after
|
||||||
|
your receipt of the notice.
|
||||||
|
|
||||||
|
Termination of your rights under this section does not terminate the
|
||||||
|
licenses of parties who have received copies or rights from you under
|
||||||
|
this License. If your rights have been terminated and not permanently
|
||||||
|
reinstated, you do not qualify to receive new licenses for the same
|
||||||
|
material under section 10.
|
||||||
|
|
||||||
|
9. Acceptance Not Required for Having Copies.
|
||||||
|
|
||||||
|
You are not required to accept this License in order to receive or
|
||||||
|
run a copy of the Program. Ancillary propagation of a covered work
|
||||||
|
occurring solely as a consequence of using peer-to-peer transmission
|
||||||
|
to receive a copy likewise does not require acceptance. However,
|
||||||
|
nothing other than this License grants you permission to propagate or
|
||||||
|
modify any covered work. These actions infringe copyright if you do
|
||||||
|
not accept this License. Therefore, by modifying or propagating a
|
||||||
|
covered work, you indicate your acceptance of this License to do so.
|
||||||
|
|
||||||
|
10. Automatic Licensing of Downstream Recipients.
|
||||||
|
|
||||||
|
Each time you convey a covered work, the recipient automatically
|
||||||
|
receives a license from the original licensors, to run, modify and
|
||||||
|
propagate that work, subject to this License. You are not responsible
|
||||||
|
for enforcing compliance by third parties with this License.
|
||||||
|
|
||||||
|
An "entity transaction" is a transaction transferring control of an
|
||||||
|
organization, or substantially all assets of one, or subdividing an
|
||||||
|
organization, or merging organizations. If propagation of a covered
|
||||||
|
work results from an entity transaction, each party to that
|
||||||
|
transaction who receives a copy of the work also receives whatever
|
||||||
|
licenses to the work the party's predecessor in interest had or could
|
||||||
|
give under the previous paragraph, plus a right to possession of the
|
||||||
|
Corresponding Source of the work from the predecessor in interest, if
|
||||||
|
the predecessor has it or can get it with reasonable efforts.
|
||||||
|
|
||||||
|
You may not impose any further restrictions on the exercise of the
|
||||||
|
rights granted or affirmed under this License. For example, you may
|
||||||
|
not impose a license fee, royalty, or other charge for exercise of
|
||||||
|
rights granted under this License, and you may not initiate litigation
|
||||||
|
(including a cross-claim or counterclaim in a lawsuit) alleging that
|
||||||
|
any patent claim is infringed by making, using, selling, offering for
|
||||||
|
sale, or importing the Program or any portion of it.
|
||||||
|
|
||||||
|
11. Patents.
|
||||||
|
|
||||||
|
A "contributor" is a copyright holder who authorizes use under this
|
||||||
|
License of the Program or a work on which the Program is based. The
|
||||||
|
work thus licensed is called the contributor's "contributor version".
|
||||||
|
|
||||||
|
A contributor's "essential patent claims" are all patent claims
|
||||||
|
owned or controlled by the contributor, whether already acquired or
|
||||||
|
hereafter acquired, that would be infringed by some manner, permitted
|
||||||
|
by this License, of making, using, or selling its contributor version,
|
||||||
|
but do not include claims that would be infringed only as a
|
||||||
|
consequence of further modification of the contributor version. For
|
||||||
|
purposes of this definition, "control" includes the right to grant
|
||||||
|
patent sublicenses in a manner consistent with the requirements of
|
||||||
|
this License.
|
||||||
|
|
||||||
|
Each contributor grants you a non-exclusive, worldwide, royalty-free
|
||||||
|
patent license under the contributor's essential patent claims, to
|
||||||
|
make, use, sell, offer for sale, import and otherwise run, modify and
|
||||||
|
propagate the contents of its contributor version.
|
||||||
|
|
||||||
|
In the following three paragraphs, a "patent license" is any express
|
||||||
|
agreement or commitment, however denominated, not to enforce a patent
|
||||||
|
(such as an express permission to practice a patent or covenant not to
|
||||||
|
sue for patent infringement). To "grant" such a patent license to a
|
||||||
|
party means to make such an agreement or commitment not to enforce a
|
||||||
|
patent against the party.
|
||||||
|
|
||||||
|
If you convey a covered work, knowingly relying on a patent license,
|
||||||
|
and the Corresponding Source of the work is not available for anyone
|
||||||
|
to copy, free of charge and under the terms of this License, through a
|
||||||
|
publicly available network server or other readily accessible means,
|
||||||
|
then you must either (1) cause the Corresponding Source to be so
|
||||||
|
available, or (2) arrange to deprive yourself of the benefit of the
|
||||||
|
patent license for this particular work, or (3) arrange, in a manner
|
||||||
|
consistent with the requirements of this License, to extend the patent
|
||||||
|
license to downstream recipients. "Knowingly relying" means you have
|
||||||
|
actual knowledge that, but for the patent license, your conveying the
|
||||||
|
covered work in a country, or your recipient's use of the covered work
|
||||||
|
in a country, would infringe one or more identifiable patents in that
|
||||||
|
country that you have reason to believe are valid.
|
||||||
|
|
||||||
|
If, pursuant to or in connection with a single transaction or
|
||||||
|
arrangement, you convey, or propagate by procuring conveyance of, a
|
||||||
|
covered work, and grant a patent license to some of the parties
|
||||||
|
receiving the covered work authorizing them to use, propagate, modify
|
||||||
|
or convey a specific copy of the covered work, then the patent license
|
||||||
|
you grant is automatically extended to all recipients of the covered
|
||||||
|
work and works based on it.
|
||||||
|
|
||||||
|
A patent license is "discriminatory" if it does not include within
|
||||||
|
the scope of its coverage, prohibits the exercise of, or is
|
||||||
|
conditioned on the non-exercise of one or more of the rights that are
|
||||||
|
specifically granted under this License. You may not convey a covered
|
||||||
|
work if you are a party to an arrangement with a third party that is
|
||||||
|
in the business of distributing software, under which you make payment
|
||||||
|
to the third party based on the extent of your activity of conveying
|
||||||
|
the work, and under which the third party grants, to any of the
|
||||||
|
parties who would receive the covered work from you, a discriminatory
|
||||||
|
patent license (a) in connection with copies of the covered work
|
||||||
|
conveyed by you (or copies made from those copies), or (b) primarily
|
||||||
|
for and in connection with specific products or compilations that
|
||||||
|
contain the covered work, unless you entered into that arrangement,
|
||||||
|
or that patent license was granted, prior to 28 March 2007.
|
||||||
|
|
||||||
|
Nothing in this License shall be construed as excluding or limiting
|
||||||
|
any implied license or other defenses to infringement that may
|
||||||
|
otherwise be available to you under applicable patent law.
|
||||||
|
|
||||||
|
12. No Surrender of Others' Freedom.
|
||||||
|
|
||||||
|
If conditions are imposed on you (whether by court order, agreement or
|
||||||
|
otherwise) that contradict the conditions of this License, they do not
|
||||||
|
excuse you from the conditions of this License. If you cannot convey a
|
||||||
|
covered work so as to satisfy simultaneously your obligations under this
|
||||||
|
License and any other pertinent obligations, then as a consequence you may
|
||||||
|
not convey it at all. For example, if you agree to terms that obligate you
|
||||||
|
to collect a royalty for further conveying from those to whom you convey
|
||||||
|
the Program, the only way you could satisfy both those terms and this
|
||||||
|
License would be to refrain entirely from conveying the Program.
|
||||||
|
|
||||||
|
13. Use with the GNU Affero General Public License.
|
||||||
|
|
||||||
|
Notwithstanding any other provision of this License, you have
|
||||||
|
permission to link or combine any covered work with a work licensed
|
||||||
|
under version 3 of the GNU Affero General Public License into a single
|
||||||
|
combined work, and to convey the resulting work. The terms of this
|
||||||
|
License will continue to apply to the part which is the covered work,
|
||||||
|
but the special requirements of the GNU Affero General Public License,
|
||||||
|
section 13, concerning interaction through a network will apply to the
|
||||||
|
combination as such.
|
||||||
|
|
||||||
|
14. Revised Versions of this License.
|
||||||
|
|
||||||
|
The Free Software Foundation may publish revised and/or new versions of
|
||||||
|
the GNU General Public License from time to time. Such new versions will
|
||||||
|
be similar in spirit to the present version, but may differ in detail to
|
||||||
|
address new problems or concerns.
|
||||||
|
|
||||||
|
Each version is given a distinguishing version number. If the
|
||||||
|
Program specifies that a certain numbered version of the GNU General
|
||||||
|
Public License "or any later version" applies to it, you have the
|
||||||
|
option of following the terms and conditions either of that numbered
|
||||||
|
version or of any later version published by the Free Software
|
||||||
|
Foundation. If the Program does not specify a version number of the
|
||||||
|
GNU General Public License, you may choose any version ever published
|
||||||
|
by the Free Software Foundation.
|
||||||
|
|
||||||
|
If the Program specifies that a proxy can decide which future
|
||||||
|
versions of the GNU General Public License can be used, that proxy's
|
||||||
|
public statement of acceptance of a version permanently authorizes you
|
||||||
|
to choose that version for the Program.
|
||||||
|
|
||||||
|
Later license versions may give you additional or different
|
||||||
|
permissions. However, no additional obligations are imposed on any
|
||||||
|
author or copyright holder as a result of your choosing to follow a
|
||||||
|
later version.
|
||||||
|
|
||||||
|
15. Disclaimer of Warranty.
|
||||||
|
|
||||||
|
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
|
||||||
|
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
|
||||||
|
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
|
||||||
|
OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
|
||||||
|
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
||||||
|
PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
|
||||||
|
IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
|
||||||
|
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
||||||
|
|
||||||
|
16. Limitation of Liability.
|
||||||
|
|
||||||
|
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
||||||
|
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
|
||||||
|
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
|
||||||
|
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
|
||||||
|
USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
|
||||||
|
DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
|
||||||
|
PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
|
||||||
|
EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
|
||||||
|
SUCH DAMAGES.
|
||||||
|
|
||||||
|
17. Interpretation of Sections 15 and 16.
|
||||||
|
|
||||||
|
If the disclaimer of warranty and limitation of liability provided
|
||||||
|
above cannot be given local legal effect according to their terms,
|
||||||
|
reviewing courts shall apply local law that most closely approximates
|
||||||
|
an absolute waiver of all civil liability in connection with the
|
||||||
|
Program, unless a warranty or assumption of liability accompanies a
|
||||||
|
copy of the Program in return for a fee.
|
||||||
|
|
||||||
|
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
|
||||||
|
|
||||||
|
© 1989, 1991 by Jef Poskanzer.
|
||||||
|
© 1997, 2000, 2002 by Greg Roelofs.
|
||||||
|
|
||||||
|
Permission to use, copy, modify, and distribute this software and its
|
||||||
|
documentation for any purpose and without fee is hereby granted, provided
|
||||||
|
that the above copyright notice appear in all copies and that both that
|
||||||
|
copyright notice and this permission notice appear in supporting
|
||||||
|
documentation. This software is provided "as is" without express or
|
||||||
|
implied warranty.
|
|
@ -1,16 +1,25 @@
|
||||||
-include config.mk
|
-include config.mk
|
||||||
|
|
||||||
STATICLIB=libimagequant.a
|
STATICLIB=libimagequant.a
|
||||||
|
SHAREDLIB=libimagequant.$(SOLIBSUFFIX)
|
||||||
|
SOVER=0
|
||||||
|
|
||||||
DLL=libimagequant.dll
|
JNILIB=libimagequant.jnilib
|
||||||
DLLIMP=libimagequant_dll.a
|
DLL=imagequant.dll
|
||||||
DLLDEF=libimagequant_dll.def
|
DLLIMP=imagequant_dll.a
|
||||||
|
DLLDEF=imagequant_dll.def
|
||||||
|
JNIDLL=libimagequant.dll
|
||||||
|
JNIDLLIMP=libimagequant_dll.a
|
||||||
|
JNIDLLDEF=libimagequant_dll.def
|
||||||
|
|
||||||
OBJS = pam.o mediancut.o blur.o mempool.o viter.o nearest.o libimagequant.o
|
OBJS = pam.o mediancut.o blur.o mempool.o kmeans.o nearest.o libimagequant.o
|
||||||
|
SHAREDOBJS = $(subst .o,.lo,$(OBJS))
|
||||||
|
|
||||||
BUILD_CONFIGURATION="$(CC) $(CFLAGS) $(LDFLAGS)"
|
JAVACLASSES = org/pngquant/LiqObject.class org/pngquant/PngQuant.class org/pngquant/Image.class org/pngquant/Result.class
|
||||||
|
JAVAHEADERS = $(JAVACLASSES:.class=.h)
|
||||||
|
JAVAINCLUDE = -I'$(JAVA_HOME)/include' -I'$(JAVA_HOME)/include/linux' -I'$(JAVA_HOME)/include/win32' -I'$(JAVA_HOME)/include/darwin'
|
||||||
|
|
||||||
DISTFILES = $(OBJS:.o=.c) *.h MANUAL.md COPYRIGHT Makefile configure
|
DISTFILES = $(OBJS:.o=.c) *.h README.md CHANGELOG COPYRIGHT Makefile configure
|
||||||
TARNAME = libimagequant-$(VERSION)
|
TARNAME = libimagequant-$(VERSION)
|
||||||
TARFILE = $(TARNAME)-src.tar.bz2
|
TARFILE = $(TARNAME)-src.tar.bz2
|
||||||
|
|
||||||
|
@ -18,18 +27,47 @@ all: static
|
||||||
|
|
||||||
static: $(STATICLIB)
|
static: $(STATICLIB)
|
||||||
|
|
||||||
dll:
|
shared: $(SHAREDLIB)
|
||||||
$(MAKE) CFLAGSADD="-DLIQ_EXPORT='__declspec(dllexport)'" $(DLL)
|
|
||||||
|
|
||||||
|
dll:
|
||||||
|
$(MAKE) CFLAGSADD="-DIMAGEQUANT_EXPORTS" $(DLL)
|
||||||
|
|
||||||
|
java: $(JNILIB)
|
||||||
|
|
||||||
|
java-dll:
|
||||||
|
$(MAKE) CFLAGSADD="-DIMAGEQUANT_EXPORTS" $(JNIDLL)
|
||||||
|
|
||||||
$(DLL) $(DLLIMP): $(OBJS)
|
$(DLL) $(DLLIMP): $(OBJS)
|
||||||
$(CC) -fPIC -shared -o $(DLL) $(OBJS) $(LDFLAGS) -Wl,--out-implib,$(DLLIMP),--output-def,$(DLLDEF)
|
$(CC) -fPIC -shared -o $(DLL) $^ $(LDFLAGS) -Wl,--out-implib,$(DLLIMP),--output-def,$(DLLDEF)
|
||||||
|
|
||||||
$(STATICLIB): $(OBJS)
|
$(STATICLIB): $(OBJS)
|
||||||
$(AR) $(ARFLAGS) $@ $^
|
$(AR) $(ARFLAGS) $@ $^
|
||||||
|
|
||||||
|
$(SHAREDOBJS):
|
||||||
|
$(CC) -fPIC $(CFLAGS) -c $(@:.lo=.c) -o $@
|
||||||
|
|
||||||
|
libimagequant.so: $(SHAREDOBJS)
|
||||||
|
$(CC) -shared -Wl,-soname,$(SHAREDLIB).$(SOVER) -o $(SHAREDLIB).$(SOVER) $^ $(LDFLAGS)
|
||||||
|
ln -fs $(SHAREDLIB).$(SOVER) $(SHAREDLIB)
|
||||||
|
|
||||||
|
libimagequant.dylib: $(SHAREDOBJS)
|
||||||
|
$(CC) -shared -o $(SHAREDLIB).$(SOVER) $^ $(LDFLAGS)
|
||||||
|
ln -fs $(SHAREDLIB).$(SOVER) $(SHAREDLIB)
|
||||||
|
|
||||||
$(OBJS): $(wildcard *.h) config.mk
|
$(OBJS): $(wildcard *.h) config.mk
|
||||||
|
|
||||||
|
$(JNILIB): $(JAVAHEADERS) $(STATICLIB) org/pngquant/PngQuant.c
|
||||||
|
$(CC) -g $(CFLAGS) $(LDFLAGS) $(JAVAINCLUDE) -shared -o $@ $(STATICLIB) org/pngquant/PngQuant.c
|
||||||
|
|
||||||
|
$(JNIDLL) $(JNIDLLIMP): $(JAVAHEADERS) $(OBJS) org/pngquant/PngQuant.c
|
||||||
|
$(CC) -fPIC -shared -I. $(JAVAINCLUDE) -o $(JNIDLL) $^ $(LDFLAGS) -Wl,--out-implib,$(JNIDLLIMP),--output-def,$(JNIDLLDEF)
|
||||||
|
|
||||||
|
$(JAVACLASSES): %.class: %.java
|
||||||
|
javac $<
|
||||||
|
|
||||||
|
$(JAVAHEADERS): %.h: %.class
|
||||||
|
javah -o $@ $(subst /,., $(patsubst %.class,%,$<)) && touch $@
|
||||||
|
|
||||||
dist: $(TARFILE)
|
dist: $(TARFILE)
|
||||||
|
|
||||||
$(TARFILE): $(DISTFILES)
|
$(TARFILE): $(DISTFILES)
|
||||||
|
@ -41,15 +79,16 @@ $(TARFILE): $(DISTFILES)
|
||||||
-shasum $(TARFILE)
|
-shasum $(TARFILE)
|
||||||
|
|
||||||
clean:
|
clean:
|
||||||
rm -f $(OBJS) $(STATICLIB) $(TARFILE) $(DLL) $(DLLIMP) $(DLLDEF)
|
rm -f $(OBJS) $(SHAREDOBJS) $(SHAREDLIB).$(SOVER) $(SHAREDLIB) $(STATICLIB) $(TARFILE) $(DLL) '$(DLLIMP)' '$(DLLDEF)'
|
||||||
|
rm -f $(JAVAHEADERS) $(JAVACLASSES) $(JNILIB)
|
||||||
|
|
||||||
distclean: clean
|
distclean: clean
|
||||||
rm -f config.mk
|
rm -f config.mk
|
||||||
|
|
||||||
ifeq ($(filter %clean %distclean, $(MAKECMDGOALS)), )
|
|
||||||
config.mk:
|
config.mk:
|
||||||
|
ifeq ($(filter %clean %distclean, $(MAKECMDGOALS)), )
|
||||||
./configure
|
./configure
|
||||||
endif
|
endif
|
||||||
|
|
||||||
.PHONY: all static clean dist distclean dll
|
.PHONY: all static shared clean dist distclean dll java
|
||||||
.DELETE_ON_ERROR:
|
.DELETE_ON_ERROR:
|
||||||
|
|
|
@ -1,42 +1,55 @@
|
||||||
# libimagequant—Image Quantization Library
|
# libimagequant—Image Quantization Library
|
||||||
|
|
||||||
Small, portable C library for high-quality conversion of RGBA images to 8-bit indexed-color (palette) images.
|
Small, portable C library for high-quality conversion of RGBA images to 8-bit indexed-color (palette) images.
|
||||||
It's powering [pngquant2](http://pngquant.org).
|
It's powering [pngquant2](https://pngquant.org).
|
||||||
|
|
||||||
## License
|
## License
|
||||||
|
|
||||||
[BSD](https://raw.github.com/pornel/improved-pngquant/master/lib/COPYRIGHT).
|
Libimagequant is dual-licensed:
|
||||||
It can be linked with both free and closed-source software.
|
|
||||||
|
* For Free/Libre Open Source Software it's available under [GPL v3 or later](https://raw.github.com/ImageOptim/libimagequant/master/COPYRIGHT) with additional copyright notices for older parts of the code.
|
||||||
|
|
||||||
|
* For use in non-GPL software (e.g. closed-source or App Store distribution) please ask kornel@pngquant.org for a commercial license.
|
||||||
|
|
||||||
## Download
|
## Download
|
||||||
|
|
||||||
The [library](http://pngquant.org/lib) is currently a part of the [pngquant2 project](https://github.com/pornel/improved-pngquant/tree/lib/lib).
|
The [library](https://pngquant.org/lib) is currently a part of the [pngquant2 project](https://pngquant.org). [Repository](https://github.com/ImageOptim/libimagequant).
|
||||||
|
|
||||||
Files needed for the library are only in the `lib/` directory inside the repository (and you can ignore the rest).
|
|
||||||
|
|
||||||
## Compiling and Linking
|
## Compiling and Linking
|
||||||
|
|
||||||
The library can be linked with ANSI C and C++ programs. It has no external dependencies.
|
The library can be linked with ANSI C, C++, [Rust](https://github.com/pornel/libimagequant-rust) and [Java](https://github.com/ImageOptim/libimagequant/tree/master/org/pngquant) programs. It has no external dependencies.
|
||||||
|
|
||||||
To build on Unix-like systems run:
|
To build on Unix-like systems run:
|
||||||
|
|
||||||
make -C lib
|
make static
|
||||||
|
|
||||||
it will create `lib/libimagequant.a` which you can link with your program.
|
it will create `libimagequant.a` which you can link with your program.
|
||||||
|
|
||||||
gcc yourprogram.c /path/to/lib/libimagequant.a
|
gcc yourprogram.c /path/to/libimagequant.a
|
||||||
|
|
||||||
On BSD, use `gmake` (GNU make) rather than the native `make`.
|
On BSD, use `gmake` (GNU make) rather than the native `make`.
|
||||||
|
|
||||||
Alternatively you can compile the library with your program simply by including all `.c` files (and define `NDEBUG` to get a fast version):
|
Alternatively you can compile the library with your program simply by including all `.c` files (and define `NDEBUG` to get a fast version):
|
||||||
|
|
||||||
gcc -std=c99 -O3 -DNDEBUG lib/*.c yourprogram.c
|
gcc -std=c99 -O3 -DNDEBUG libimagequant/*.c yourprogram.c
|
||||||
|
|
||||||
|
In [Rust](https://github.com/pornel/libimagequant-rust),
|
||||||
|
if using Cargo, add [`imagequant`](https://crates.io/crates/imagequant/) to dependencies.
|
||||||
|
|
||||||
|
To build Java JNI interface, ensure `JAVA_HOME` is set to your JDK directory, and run:
|
||||||
|
|
||||||
|
# export JAVA_HOME=$(locate include/jni.h) # you may need to set JAVA_HOME first
|
||||||
|
make java
|
||||||
|
|
||||||
|
It will create `libimagequant.jnilib` and classes in `org/pngquant/`.
|
||||||
|
|
||||||
|
On Windows run `make java-dll` and it'll create `libimagequant.dll` instead.
|
||||||
|
|
||||||
### Compiling on Windows/Visual Studio
|
### Compiling on Windows/Visual Studio
|
||||||
|
|
||||||
The library can be compiled with any C compiler that has at least basic support for C99 (GCC, clang, ICC, C++ Builder, even Tiny C Compiler), but Visual Studio 2012 and older are not up to date with the 1999 C standard. There are 2 options for using `libimagequant` on Windows:
|
The library can be compiled with any C compiler that has at least basic support for C99 (GCC, clang, ICC, C++ Builder, even Tiny C Compiler), but Visual Studio 2012 and older are not up to date with the 1999 C standard. There are 2 options for using `libimagequant` on Windows:
|
||||||
|
|
||||||
* Use Visual Studio **2013** (MSVC 18) and an [MSVC-compatible branch of the library](https://github.com/pornel/pngquant/tree/msvc/lib)
|
* Use Visual Studio **2013** (MSVC 18) and an [MSVC-compatible branch of the library](https://github.com/ImageOptim/libimagequant/tree/msvc)
|
||||||
* Or use GCC from [MinGW](http://www.mingw.org). Use GCC to build `libimagequant.a` (using the instructions above for Unix) and add it along with `libgcc.a` (shipped with the MinGW compiler) to your VC project.
|
* Or use GCC from [MinGW](http://www.mingw.org). Use GCC to build `libimagequant.a` (using the instructions above for Unix) and add it along with `libgcc.a` (shipped with the MinGW compiler) to your VC project.
|
||||||
|
|
||||||
## Overview
|
## Overview
|
||||||
|
@ -44,27 +57,35 @@ The library can be compiled with any C compiler that has at least basic support
|
||||||
The basic flow is:
|
The basic flow is:
|
||||||
|
|
||||||
1. Create attributes object and configure the library.
|
1. Create attributes object and configure the library.
|
||||||
2. Create image object from RGBA bitmap or data source.
|
2. Create image object from RGBA pixels or data source.
|
||||||
3. Perform quantization (generate palette).
|
3. Perform quantization (generate palette).
|
||||||
4. Store remapped image and final palette.
|
4. Store remapped image and final palette.
|
||||||
5. Free memory.
|
5. Free memory.
|
||||||
|
|
||||||
|
Please note that libimagequant only handles raw uncompressed arrays of pixels in memory and is completely independent of any file format.
|
||||||
|
|
||||||
<p>
|
<p>
|
||||||
|
|
||||||
#include "lib/libimagequant.h"
|
#include "libimagequant.h"
|
||||||
|
|
||||||
liq_attr *attr = liq_attr_create();
|
liq_attr *attr = liq_attr_create();
|
||||||
liq_image *image = liq_image_create_rgba(attr, bitmap, width, height, 0);
|
liq_image *image = liq_image_create_rgba(attr, example_bitmap_rgba, width, height, 0);
|
||||||
liq_result *res = liq_quantize_image(attr, image);
|
liq_result *res;
|
||||||
|
liq_image_quantize(image, attr, &res);
|
||||||
|
|
||||||
liq_write_remapped_image(res, image, bitmap, bitmap_size);
|
liq_write_remapped_image(res, image, example_bitmap_8bpp, example_bitmap_size);
|
||||||
const liq_palette *pal = liq_get_palette(res);
|
const liq_palette *pal = liq_get_palette(res);
|
||||||
|
|
||||||
// use image and palette here
|
// Save the image and the palette now.
|
||||||
|
for(int i=0; i < pal->count; i++) {
|
||||||
|
example_copy_palette_entry(pal->entries[i]);
|
||||||
|
}
|
||||||
|
// You'll need a PNG library to write to a file.
|
||||||
|
example_write_image(example_bitmap_8bpp);
|
||||||
|
|
||||||
liq_attr_destroy(attr);
|
|
||||||
liq_image_destroy(image);
|
|
||||||
liq_result_destroy(res);
|
liq_result_destroy(res);
|
||||||
|
liq_image_destroy(image);
|
||||||
|
liq_attr_destroy(attr);
|
||||||
|
|
||||||
Functions returning `liq_error` return `LIQ_OK` (`0`) on success and non-zero on error.
|
Functions returning `liq_error` return `LIQ_OK` (`0`) on success and non-zero on error.
|
||||||
|
|
||||||
|
@ -72,10 +93,12 @@ It's safe to pass `NULL` to any function accepting `liq_attr`, `liq_image`, `liq
|
||||||
|
|
||||||
There are 3 ways to create image object for quantization:
|
There are 3 ways to create image object for quantization:
|
||||||
|
|
||||||
* `liq_image_create_rgba()` for simple, contiguous RGBA bitmaps (width×height×4 bytes large array).
|
* `liq_image_create_rgba()` for simple, contiguous RGBA pixel arrays (width×height×4 bytes large bitmap).
|
||||||
* `liq_image_create_rgba_rows()` for non-contiguous RGBA bitmaps (that have padding between rows or reverse order, e.g. BMP).
|
* `liq_image_create_rgba_rows()` for non-contiguous RGBA pixel arrays (that have padding between rows or reverse order, e.g. BMP).
|
||||||
* `liq_image_create_custom()` for RGB, ABGR, YUV and all other formats that can be converted on-the-fly to RGBA (you have to supply the conversion function).
|
* `liq_image_create_custom()` for RGB, ABGR, YUV and all other formats that can be converted on-the-fly to RGBA (you have to supply the conversion function).
|
||||||
|
|
||||||
|
Note that "image" here means raw uncompressed pixels. If you have a compressed image file, such as PNG, you must use another library (e.g. libpng or lodepng) to decode it first.
|
||||||
|
|
||||||
## Functions
|
## Functions
|
||||||
|
|
||||||
----
|
----
|
||||||
|
@ -92,6 +115,8 @@ Returns `NULL` in the unlikely case that the library cannot run on the current m
|
||||||
|
|
||||||
Specifies maximum number of colors to use. The default is 256. Instead of setting a fixed limit it's better to use `liq_set_quality()`.
|
Specifies maximum number of colors to use. The default is 256. Instead of setting a fixed limit it's better to use `liq_set_quality()`.
|
||||||
|
|
||||||
|
The first argument is attributes object from `liq_attr_create()`.
|
||||||
|
|
||||||
Returns `LIQ_VALUE_OUT_OF_RANGE` if number of colors is outside the range 2-256.
|
Returns `LIQ_VALUE_OUT_OF_RANGE` if number of colors is outside the range 2-256.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
@ -108,12 +133,14 @@ Quality is in range `0` (worst) to `100` (best) and values are analoguous to JPE
|
||||||
|
|
||||||
Quantization will attempt to use the lowest number of colors needed to achieve `maximum` quality. `maximum` value of `100` is the default and means conversion as good as possible.
|
Quantization will attempt to use the lowest number of colors needed to achieve `maximum` quality. `maximum` value of `100` is the default and means conversion as good as possible.
|
||||||
|
|
||||||
If it's not possible to convert the image with at least `minimum` quality (i.e. 256 colors is not enough to meet the minimum quality), then `liq_quantize_image()` will fail. The default minumum is `0` (proceeds regardless of quality).
|
If it's not possible to convert the image with at least `minimum` quality (i.e. 256 colors is not enough to meet the minimum quality), then `liq_image_quantize()` will fail. The default minumum is `0` (proceeds regardless of quality).
|
||||||
|
|
||||||
Quality measures how well the generated palette fits image given to `liq_quantize_image()`. If a different image is remapped with `liq_write_remapped_image()` then actual quality may be different.
|
Quality measures how well the generated palette fits image given to `liq_image_quantize()`. If a different image is remapped with `liq_write_remapped_image()` then actual quality may be different.
|
||||||
|
|
||||||
Regardless of the quality settings the number of colors won't exceed the maximum (see `liq_set_max_colors()`).
|
Regardless of the quality settings the number of colors won't exceed the maximum (see `liq_set_max_colors()`).
|
||||||
|
|
||||||
|
The first argument is attributes object from `liq_attr_create()`.
|
||||||
|
|
||||||
Returns `LIQ_VALUE_OUT_OF_RANGE` if target is lower than minimum or any of them is outside the 0-100 range.
|
Returns `LIQ_VALUE_OUT_OF_RANGE` if target is lower than minimum or any of them is outside the 0-100 range.
|
||||||
Returns `LIQ_INVALID_POINTER` if `attr` appears to be invalid.
|
Returns `LIQ_INVALID_POINTER` if `attr` appears to be invalid.
|
||||||
|
|
||||||
|
@ -134,26 +161,28 @@ Returns the upper bound set by `liq_set_quality()`.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
liq_image *liq_image_create_rgba(liq_attr *attr, void* bitmap, int width, int height, double gamma);
|
liq_image *liq_image_create_rgba(liq_attr *attr, void* pixels, int width, int height, double gamma);
|
||||||
|
|
||||||
Creates image object that represents a bitmap later used for quantization and remapping. The bitmap must be contiguous run of RGBA pixels (alpha is the last component, 0 = transparent, 255 = opaque).
|
Creates an object that represents the image pixels to be used for quantization and remapping. The pixel array must be contiguous run of RGBA pixels (alpha is the last component, 0 = transparent, 255 = opaque).
|
||||||
|
|
||||||
The bitmap must not be modified or freed until this object is freed with `liq_image_destroy()`. See also `liq_image_set_memory_ownership()`.
|
The first argument is attributes object from `liq_attr_create()`. The same `attr` object should be used for the entire process, from creation of images to quantization.
|
||||||
|
|
||||||
`width` and `height` are dimensions in pixels. An image 10x10 pixel large will need 400-byte bitmap.
|
The `pixels` array must not be modified or freed until this object is freed with `liq_image_destroy()`. See also `liq_image_set_memory_ownership()`.
|
||||||
|
|
||||||
`gamma` can be `0` for images with the typical 1/2.2 [gamma](http://en.wikipedia.org/wiki/Gamma_correction).
|
`width` and `height` are dimensions in pixels. An image 10x10 pixel large will need a 400-byte array.
|
||||||
|
|
||||||
|
`gamma` can be `0` for images with the typical 1/2.2 [gamma](https://en.wikipedia.org/wiki/Gamma_correction).
|
||||||
Otherwise `gamma` must be > 0 and < 1, e.g. `0.45455` (1/2.2) or `0.55555` (1/1.8). Generated palette will use the same gamma unless `liq_set_output_gamma()` is used. If `liq_set_output_gamma` is not used, then it only affects whether brighter or darker areas of the image will get more palette colors allocated.
|
Otherwise `gamma` must be > 0 and < 1, e.g. `0.45455` (1/2.2) or `0.55555` (1/1.8). Generated palette will use the same gamma unless `liq_set_output_gamma()` is used. If `liq_set_output_gamma` is not used, then it only affects whether brighter or darker areas of the image will get more palette colors allocated.
|
||||||
|
|
||||||
Returns `NULL` on failure, e.g. if `bitmap` is `NULL` or `width`/`height` is <= 0.
|
Returns `NULL` on failure, e.g. if `pixels` is `NULL` or `width`/`height` is <= 0.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
liq_image *liq_image_create_rgba_rows(liq_attr *attr, void* rows[], int width, int height, double gamma);
|
liq_image *liq_image_create_rgba_rows(liq_attr *attr, void* rows[], int width, int height, double gamma);
|
||||||
|
|
||||||
Same as `liq_image_create_rgba()`, but takes array of pointers to rows in the bitmap. This allows defining bitmaps with reversed rows (like in BMP), "stride" different than width or using only fragment of a larger bitmap, etc.
|
Same as `liq_image_create_rgba()`, but takes an array of pointers to rows of pixels. This allows defining images with reversed rows (like in BMP), "stride" different than width or using only fragment of a larger bitmap, etc.
|
||||||
|
|
||||||
`rows` array must have at least `height` elements and each row must be at least `width` RGBA pixels wide.
|
The `rows` array must have at least `height` elements, and each row must be at least `width` RGBA pixels wide.
|
||||||
|
|
||||||
unsigned char *bitmap = …;
|
unsigned char *bitmap = …;
|
||||||
void *rows = malloc(height * sizeof(void*));
|
void *rows = malloc(height * sizeof(void*));
|
||||||
|
@ -166,20 +195,29 @@ Same as `liq_image_create_rgba()`, but takes array of pointers to rows in the bi
|
||||||
liq_image_destroy(img);
|
liq_image_destroy(img);
|
||||||
free(rows);
|
free(rows);
|
||||||
|
|
||||||
The row pointers and bitmap must not be modified or freed until this object is freed with `liq_image_destroy()` (you can change that with `liq_image_set_memory_ownership()`).
|
The row pointers and pixels must not be modified or freed until this object is freed with `liq_image_destroy()` (you can change that with `liq_image_set_memory_ownership()`).
|
||||||
|
|
||||||
See also `liq_image_create_rgba()` and `liq_image_create_custom()`.
|
See also `liq_image_create_rgba()` and `liq_image_create_custom()`.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
liq_result *liq_quantize_image(liq_attr *attr, liq_image *input_image);
|
liq_error liq_image_quantize(liq_image *const input_image, liq_attr *const attr, liq_result **out_result);
|
||||||
|
|
||||||
Performs quantization (palette generation) based on settings in `attr` and pixels of the image.
|
Performs quantization (palette generation) based on settings in `attr` (from `liq_attr_create()`) and pixels of the image.
|
||||||
|
|
||||||
Returns `NULL` if quantization fails, e.g. due to limit set in `liq_set_quality()`.
|
Returns `LIQ_OK` if quantization succeeds and sets `liq_result` pointer in `out_result`. The last argument is used for receiving the `result` object:
|
||||||
|
|
||||||
|
liq_result *result;
|
||||||
|
if (LIQ_OK == liq_image_quantize(img, attr, &result)) { // Note &result
|
||||||
|
// result pointer is valid here
|
||||||
|
}
|
||||||
|
|
||||||
|
Returns `LIQ_QUALITY_TOO_LOW` if quantization fails due to limit set in `liq_set_quality()`.
|
||||||
|
|
||||||
See `liq_write_remapped_image()`.
|
See `liq_write_remapped_image()`.
|
||||||
|
|
||||||
|
If you want to generate one palette for multiple images at once, see `liq_histogram_create()`.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
liq_error liq_set_dithering_level(liq_result *res, float dither_level);
|
liq_error liq_set_dithering_level(liq_result *res, float dither_level);
|
||||||
|
@ -194,9 +232,11 @@ Returns `LIQ_VALUE_OUT_OF_RANGE` if the dithering level is outside the 0-1 range
|
||||||
|
|
||||||
liq_error liq_write_remapped_image(liq_result *result, liq_image *input_image, void *buffer, size_t buffer_size);
|
liq_error liq_write_remapped_image(liq_result *result, liq_image *input_image, void *buffer, size_t buffer_size);
|
||||||
|
|
||||||
Remaps the image to palette and writes its pixels to the given buffer, 1 pixel per byte. Buffer must be large enough to fit the entire image, i.e. width×height bytes large. For safety, pass size of the buffer as `buffer_size`.
|
Remaps the image to palette and writes its pixels to the given buffer, 1 pixel per byte.
|
||||||
|
|
||||||
For best performance call `liq_get_palette()` *after* this function, as palette is improved during remapping.
|
The buffer must be large enough to fit the entire image, i.e. width×height bytes large. For safety, pass the size of the buffer as `buffer_size`.
|
||||||
|
|
||||||
|
For best performance call `liq_get_palette()` *after* this function, as palette is improved during remapping (except when `liq_histogram_quantize()` is used).
|
||||||
|
|
||||||
Returns `LIQ_BUFFER_TOO_SMALL` if given size of the buffer is not enough to fit the entire image.
|
Returns `LIQ_BUFFER_TOO_SMALL` if given size of the buffer is not enough to fit the entire image.
|
||||||
|
|
||||||
|
@ -207,7 +247,11 @@ Returns `LIQ_BUFFER_TOO_SMALL` if given size of the buffer is not enough to fit
|
||||||
// save image
|
// save image
|
||||||
}
|
}
|
||||||
|
|
||||||
See `liq_get_palette()` and `liq_write_remapped_image_rows()`.
|
See `liq_get_palette()`.
|
||||||
|
|
||||||
|
The buffer is assumed to be contiguous, with rows ordered from top to bottom, and no gaps between rows. If you need to write rows with padding or upside-down order, then use `liq_write_remapped_image_rows()`.
|
||||||
|
|
||||||
|
Please note that it only writes raw uncompressed pixels to memory. It does not perform any PNG compression. If you'd like to create a PNG file then you need to pass the raw pixel data to another library, e.g. libpng or lodepng. See `rwpng.c` in `pngquant` project for an example how to do that.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
|
@ -228,6 +272,7 @@ Returns `NULL` on error.
|
||||||
void liq_attr_destroy(liq_attr *);
|
void liq_attr_destroy(liq_attr *);
|
||||||
void liq_image_destroy(liq_image *);
|
void liq_image_destroy(liq_image *);
|
||||||
void liq_result_destroy(liq_result *);
|
void liq_result_destroy(liq_result *);
|
||||||
|
void liq_histogram_destroy(liq_histogram *);
|
||||||
|
|
||||||
Releases memory owned by the given object. Object must not be used any more after it has been freed.
|
Releases memory owned by the given object. Object must not be used any more after it has been freed.
|
||||||
|
|
||||||
|
@ -262,7 +307,7 @@ Returns the value set by `liq_set_speed()`.
|
||||||
|
|
||||||
liq_error liq_set_min_opacity(liq_attr* attr, int min);
|
liq_error liq_set_min_opacity(liq_attr* attr, int min);
|
||||||
|
|
||||||
Alpha values higher than this will be rounded to opaque. This is a workaround for Internet Explorer 6 that truncates semitransparent values to completely transparent. The default is `255` (no change). 238 is a suggested value.
|
Alpha values higher than this will be rounded to opaque. This is a workaround for Internet Explorer 6, but because this browser is not used any more, this option is deprecated and will be removed. The default is `255` (no change).
|
||||||
|
|
||||||
Returns `LIQ_VALUE_OUT_OF_RANGE` if the value is outside the 0-255 range.
|
Returns `LIQ_VALUE_OUT_OF_RANGE` if the value is outside the 0-255 range.
|
||||||
|
|
||||||
|
@ -332,17 +377,17 @@ The library doesn't support RGB bitmaps "natively", because supporting only sing
|
||||||
|
|
||||||
liq_error liq_image_set_memory_ownership(liq_image *image, int ownership_flags);
|
liq_error liq_image_set_memory_ownership(liq_image *image, int ownership_flags);
|
||||||
|
|
||||||
Passes ownership of bitmap and/or rows memory to the `liq_image` object, so you don't have to free it yourself. Memory owned by the object will be freed at its discretion with `free` function specified in `liq_attr_create_with_allocator()` (by default it's stdlib's `free()`).
|
Passes ownership of image pixel data and/or its rows array to the `liq_image` object, so you don't have to free it yourself. Memory owned by the object will be freed at its discretion with `free` function specified in `liq_attr_create_with_allocator()` (by default it's stdlib's `free()`).
|
||||||
|
|
||||||
* `LIQ_OWN_PIXELS` makes bitmap owned by the object. The bitmap will be freed automatically at any point when it's no longer needed. If you set this flag you must **not** free the bitmap yourself. If the image has been created with `liq_image_create_rgba_rows()` then the bitmap address is assumed to be the lowest address of any row.
|
* `LIQ_OWN_PIXELS` makes pixel array owned by the object. The pixels will be freed automatically at any point when it's no longer needed. If you set this flag you must **not** free the pixel array yourself. If the image has been created with `liq_image_create_rgba_rows()` then the starting address of the array of pixels is assumed to be the lowest address of any row.
|
||||||
|
|
||||||
* `LIQ_OWN_ROWS` makes array of row pointers (but not bitmap pointed by these rows) owned by the object. Rows will be freed when object is deallocated. If you set this flag you must **not** free the rows array yourself. This flag is valid only if the object has been created with `liq_image_create_rgba_rows()`.
|
* `LIQ_OWN_ROWS` makes array of row pointers (but not the pixels pointed by these rows) owned by the object. Rows will be freed when object is deallocated. If you set this flag you must **not** free the rows array yourself. This flag is valid only if the object has been created with `liq_image_create_rgba_rows()`.
|
||||||
|
|
||||||
These flags can be combined with binary *or*, i.e. `LIQ_OWN_PIXELS | LIQ_OWN_ROWS`.
|
These flags can be combined with binary *or*, i.e. `LIQ_OWN_PIXELS | LIQ_OWN_ROWS`.
|
||||||
|
|
||||||
This function must not be used if the image has been created with `liq_image_create_custom()`.
|
This function must not be used if the image has been created with `liq_image_create_custom()`.
|
||||||
|
|
||||||
Returns `LIQ_VALUE_OUT_OF_RANGE` if invalid flags are specified or image is not backed by a bitmap.
|
Returns `LIQ_VALUE_OUT_OF_RANGE` if invalid flags are specified or the image object only takes pixels from a callback.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
|
@ -350,7 +395,7 @@ Returns `LIQ_VALUE_OUT_OF_RANGE` if invalid flags are specified or image is not
|
||||||
|
|
||||||
Similar to `liq_write_remapped_image()`. Writes remapped image, at 1 byte per pixel, to each row pointed by `row_pointers` array. The array must have at least as many elements as height of the image, and each row must have at least as many bytes as width of the image. Rows must not overlap.
|
Similar to `liq_write_remapped_image()`. Writes remapped image, at 1 byte per pixel, to each row pointed by `row_pointers` array. The array must have at least as many elements as height of the image, and each row must have at least as many bytes as width of the image. Rows must not overlap.
|
||||||
|
|
||||||
For best performance call `liq_get_palette()` *after* this function, as remapping may change the palette.
|
For best performance call `liq_get_palette()` *after* this function, as remapping may change the palette (except when `liq_histogram_quantize()` is used).
|
||||||
|
|
||||||
Returns `LIQ_INVALID_POINTER` if `result` or `input_image` is `NULL`.
|
Returns `LIQ_INVALID_POINTER` if `result` or `input_image` is `NULL`.
|
||||||
|
|
||||||
|
@ -358,11 +403,19 @@ Returns `LIQ_INVALID_POINTER` if `result` or `input_image` is `NULL`.
|
||||||
|
|
||||||
double liq_get_quantization_error(liq_result *result);
|
double liq_get_quantization_error(liq_result *result);
|
||||||
|
|
||||||
Returns mean square error of quantization (square of difference between pixel values in the original image and remapped image). Alpha channel and gamma correction are taken into account, so the result isn't exactly the mean square error of all channels.
|
Returns mean square error of quantization (square of difference between pixel values in the source image and its remapped version). Alpha channel, gamma correction and approximate importance of pixels is taken into account, so the result isn't exactly the mean square error of all channels.
|
||||||
|
|
||||||
For most images MSE 1-5 is excellent. 7-10 is OK. 20-30 will have noticeable errors. 100 is awful.
|
For most images MSE 1-5 is excellent. 7-10 is OK. 20-30 will have noticeable errors. 100 is awful.
|
||||||
|
|
||||||
This function should be called *after* `liq_write_remapped_image()`. It may return `-1` if the value is not available (this is affected by `liq_set_speed()` and `liq_set_quality()`).
|
This function may return `-1` if the value is not available (this happens when a high speed has been requested, the image hasn't been remapped yet, and quality limit hasn't been set, see `liq_set_speed()` and `liq_set_quality()`). The value is not updated when multiple images are remapped, it applies only to the image used in `liq_image_quantize()` or the first image that has been remapped. See `liq_get_remapping_error()`.
|
||||||
|
|
||||||
|
----
|
||||||
|
|
||||||
|
double liq_get_remapping_error(liq_result *result);
|
||||||
|
|
||||||
|
Returns mean square error of last remapping done (square of difference between pixel values in the remapped image and its remapped version). Alpha channel and gamma correction are taken into account, so the result isn't exactly the mean square error of all channels.
|
||||||
|
|
||||||
|
This function may return `-1` if the value is not available (this happens when a high speed has been requested or the image hasn't been remapped yet).
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
|
@ -370,23 +423,30 @@ This function should be called *after* `liq_write_remapped_image()`. It may retu
|
||||||
|
|
||||||
Analoguous to `liq_get_quantization_error()`, but returns quantization error as quality value in the same 0-100 range that is used by `liq_set_quality()`.
|
Analoguous to `liq_get_quantization_error()`, but returns quantization error as quality value in the same 0-100 range that is used by `liq_set_quality()`.
|
||||||
|
|
||||||
This function should be called *after* `liq_write_remapped_image()`. It may return `-1` if the value is not available (this is affected by `liq_set_speed()` and `liq_set_quality()`).
|
It may return `-1` if the value is not available (see note in `liq_get_quantization_error()`).
|
||||||
|
|
||||||
This function can be used to add upper limit to quality options presented to the user, e.g.
|
This function can be used to add upper limit to quality options presented to the user, e.g.
|
||||||
|
|
||||||
liq_attr *attr = liq_attr_create();
|
liq_attr *attr = liq_attr_create();
|
||||||
liq_image *img = liq_image_create_rgba(…);
|
liq_image *img = liq_image_create_rgba(…);
|
||||||
liq_result *res = liq_quantize_image(attr, img);
|
liq_result *res;
|
||||||
|
liq_image_quantize(img, attr, &res);
|
||||||
int max_attainable_quality = liq_get_quantization_quality(res);
|
int max_attainable_quality = liq_get_quantization_quality(res);
|
||||||
printf("Please select quality between 0 and %d: ", max_attainable_quality);
|
printf("Please select quality between 0 and %d: ", max_attainable_quality);
|
||||||
int user_selected_quality = prompt();
|
int user_selected_quality = prompt();
|
||||||
if (user_selected_quality < max_attainable_quality) {
|
if (user_selected_quality < max_attainable_quality) {
|
||||||
liq_set_quality(user_selected_quality, 0);
|
liq_set_quality(user_selected_quality, 0);
|
||||||
liq_result_destroy(res);
|
liq_result_destroy(res);
|
||||||
res = liq_quantize_image(attr, img);
|
liq_image_quantize(img, attr, &res);
|
||||||
}
|
}
|
||||||
liq_write_remapped_image(…);
|
liq_write_remapped_image(…);
|
||||||
|
|
||||||
|
----
|
||||||
|
|
||||||
|
double liq_get_remapping_quality(liq_result *result);
|
||||||
|
|
||||||
|
Analoguous to `liq_get_remapping_error()`, but returns quantization error as quality value in the same 0-100 range that is used by `liq_set_quality()`.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
void liq_set_log_callback(liq_attr*, liq_log_callback_function*, void *user_info);
|
void liq_set_log_callback(liq_attr*, liq_log_callback_function*, void *user_info);
|
||||||
|
@ -402,16 +462,37 @@ This function can be used to add upper limit to quality options presented to the
|
||||||
|
|
||||||
void log_flush_callback_function(const liq_attr*, void *user_info) {}
|
void log_flush_callback_function(const liq_attr*, void *user_info) {}
|
||||||
|
|
||||||
Sets up callback function to be called when the library reports work progress or errors. The callback must not call any library functions.
|
Sets up callback function to be called when the library reports status or errors. The callback must not call any library functions.
|
||||||
|
|
||||||
`user_info` value will be passed to the callback.
|
`user_info` value will be passed through to the callback. It can be `NULL`.
|
||||||
|
|
||||||
`NULL` callback clears the current callback.
|
`NULL` callback clears the current callback.
|
||||||
|
|
||||||
In the log callback the `message` is a zero-terminated string containing informative message to output. It is valid only until the callback returns.
|
In the log callback the `message` is a zero-terminated string containing informative message to output. It is valid only until the callback returns, so you must copy it.
|
||||||
|
|
||||||
`liq_set_log_flush_callback()` sets up callback function that will be called after the last log callback, which can be used to flush buffers and free resources used by the log callback.
|
`liq_set_log_flush_callback()` sets up callback function that will be called after the last log callback, which can be used to flush buffers and free resources used by the log callback.
|
||||||
|
|
||||||
|
----
|
||||||
|
|
||||||
|
void liq_set_progress_callback(liq_attr*, liq_progress_callback_function*, void *user_info);
|
||||||
|
void liq_result_set_progress_callback(liq_result*, liq_progress_callback_function*, void *user_info);
|
||||||
|
|
||||||
|
<p>
|
||||||
|
|
||||||
|
int progress_callback_function(const liq_attr*, float progress_percent, void *user_info) {}
|
||||||
|
|
||||||
|
Sets up callback function to be called while the library is processing images. The callback may abort processing by returning `0`.
|
||||||
|
|
||||||
|
Setting callback to `NULL` clears the current callback. `liq_set_progress_callback` is for quantization progress, and `liq_result_set_progress_callback` is for remapping progress (currently only dithered remapping reports progress).
|
||||||
|
|
||||||
|
`user_info` value will be passed through to the callback. It can be `NULL`.
|
||||||
|
|
||||||
|
The callback must not call any library functions.
|
||||||
|
|
||||||
|
`progress_percent` is a value between 0 and 100 that estimates how much of the current task has been done.
|
||||||
|
|
||||||
|
The callback should return `1` to continue the operation, and `0` to abort current operation.
|
||||||
|
|
||||||
----
|
----
|
||||||
|
|
||||||
liq_attr* liq_attr_create_with_allocator(void* (*malloc)(size_t), void (*free)(void*));
|
liq_attr* liq_attr_create_with_allocator(void* (*malloc)(size_t), void (*free)(void*));
|
||||||
|
@ -442,6 +523,85 @@ Getters for `width`, `height` and `gamma` of the input image.
|
||||||
|
|
||||||
If the input is invalid, these all return -1.
|
If the input is invalid, these all return -1.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
liq_error liq_image_add_fixed_color(liq_image* img, liq_color color);
|
||||||
|
|
||||||
|
Reserves a color in the output palette created from this image. It behaves as if the given color was used in the image and was very important.
|
||||||
|
|
||||||
|
RGB values of `liq_color` are assumed to have the same gamma as the image.
|
||||||
|
|
||||||
|
It must be called before the image is quantized.
|
||||||
|
|
||||||
|
Returns error if more than 256 colors are added. If image is quantized to fewer colors than the number of fixed colors added, then excess fixed colors will be ignored.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
int liq_version();
|
||||||
|
|
||||||
|
Returns version of the library as an integer. Same as `LIQ_VERSION`. Human-readable version is defined as `LIQ_VERSION_STRING`.
|
||||||
|
|
||||||
|
## Multiple images with the same palette
|
||||||
|
|
||||||
|
It's possible to efficiently generate a single palette that is optimal for multiple images, e.g. for an APNG animation. This is done by collecting statistics of images in a `liq_histogram` object.
|
||||||
|
|
||||||
|
liq_attr *attr = liq_attr_create();
|
||||||
|
liq_histogram *hist = liq_histogram_create(attr);
|
||||||
|
|
||||||
|
liq_image *image1 = liq_image_create_rgba(attr, example_bitmap_rgba1, width, height, 0);
|
||||||
|
liq_histogram_add_image(hist, attr, image1);
|
||||||
|
|
||||||
|
liq_image *image2 = liq_image_create_rgba(attr, example_bitmap_rgba2, width, height, 0);
|
||||||
|
liq_histogram_add_image(hist, attr, image2);
|
||||||
|
|
||||||
|
liq_result *result;
|
||||||
|
liq_error err = liq_histogram_quantize(attr, hist, &result);
|
||||||
|
if (LIQ_OK == err) {
|
||||||
|
// result will contain shared palette best for both image1 and image2
|
||||||
|
}
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
liq_histogram *liq_histogram_create(liq_attr *attr);
|
||||||
|
|
||||||
|
Creates histogram object that will be used to collect color statistics from multiple images. It must be freed using `liq_histogram_destroy()`.
|
||||||
|
|
||||||
|
All options should be set on `attr` before the histogram object is created. Options changed later may not have effect.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
liq_error liq_histogram_add_image(liq_histogram *hist, liq_attr *attr, liq_image* image);
|
||||||
|
|
||||||
|
"Learns" colors from the image, which will be later used to generate the palette.
|
||||||
|
|
||||||
|
After the image is added to the histogram it may be freed to save memory (but it's more efficient to keep the image object if it's going to be used for remapping).
|
||||||
|
|
||||||
|
Fixed colors added to the image are also added to the histogram. If total number of fixed colors exceeds 256, this function will fail with `LIQ_BUFFER_TOO_SMALL`.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
liq_error liq_histogram_add_colors(liq_histogram *hist, liq_attr *attr, liq_histogram_entry entries[], int num_entries, double gamma);
|
||||||
|
|
||||||
|
Alternative to `liq_histogram_add_image()`. Intead of counting colors in an image, it directly takes an array of colors and their counts (see `liq_histogram_entry` in `libimagequant.h`). This function is only useful if you already have a histogram of the image from another source.
|
||||||
|
|
||||||
|
For description of gamma, see `liq_image_create_rgba()`.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
liq_error liq_histogram_quantize(liq_histogram *const hist, liq_attr *const attr, liq_result **out_result);
|
||||||
|
|
||||||
|
Generates palette from the histogram. On success returns `LIQ_OK` and writes `liq_result*` pointer to `out_result`. Use it as follows:
|
||||||
|
|
||||||
|
liq_result *result;
|
||||||
|
liq_error err = liq_histogram_quantize(attr, hist, &result);
|
||||||
|
if (LIQ_OK == err) {
|
||||||
|
// Use result here to remap and get palette
|
||||||
|
}
|
||||||
|
|
||||||
|
Returns `LIQ_QUALITY_TOO_LOW` if the palette is worse than limit set in `liq_set_quality()`. One histogram object can be quantized only once.
|
||||||
|
|
||||||
|
Palette generated using this function won't be improved during remapping. If you're generating palette for only one image, it's better to use `liq_image_quantize()`.
|
||||||
|
|
||||||
## Multithreading
|
## Multithreading
|
||||||
|
|
||||||
The library is stateless and doesn't use any global or thread-local storage. It doesn't use any locks.
|
The library is stateless and doesn't use any global or thread-local storage. It doesn't use any locks.
|
|
@ -0,0 +1,10 @@
|
||||||
|
URL: https://github.com/ImageOptim/libimagequant/archive/2.9.1.tar.gz
|
||||||
|
Version: 2.9.1
|
||||||
|
License: GPLv3
|
||||||
|
License File: LICENSE
|
||||||
|
|
||||||
|
Description:
|
||||||
|
Image Quantization Library.
|
||||||
|
|
||||||
|
Local Modifications:
|
||||||
|
The COPYIRIGHT file is renamed LICENSE.
|
|
@ -1,3 +1,21 @@
|
||||||
|
/*
|
||||||
|
© 2011-2015 by Kornel Lesiński.
|
||||||
|
|
||||||
|
This file is part of libimagequant.
|
||||||
|
|
||||||
|
libimagequant is free software: you can redistribute it and/or modify
|
||||||
|
it under the terms of the GNU General Public License as published by
|
||||||
|
the Free Software Foundation, either version 3 of the License, or
|
||||||
|
(at your option) any later version.
|
||||||
|
|
||||||
|
libimagequant is distributed in the hope that it will be useful,
|
||||||
|
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||||
|
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||||
|
GNU General Public License for more details.
|
||||||
|
|
||||||
|
You should have received a copy of the GNU General Public License
|
||||||
|
along with libimagequant. If not, see <http://www.gnu.org/licenses/>.
|
||||||
|
*/
|
||||||
|
|
||||||
#include "libimagequant.h"
|
#include "libimagequant.h"
|
||||||
#include "pam.h"
|
#include "pam.h"
|
||||||
|
@ -8,6 +26,8 @@
|
||||||
*/
|
*/
|
||||||
static void transposing_1d_blur(unsigned char *restrict src, unsigned char *restrict dst, unsigned int width, unsigned int height, const unsigned int size)
|
static void transposing_1d_blur(unsigned char *restrict src, unsigned char *restrict dst, unsigned int width, unsigned int height, const unsigned int size)
|
||||||
{
|
{
|
||||||
|
assert(size > 0);
|
||||||
|
|
||||||
for(unsigned int j=0; j < height; j++) {
|
for(unsigned int j=0; j < height; j++) {
|
||||||
unsigned char *restrict row = src + j*width;
|
unsigned char *restrict row = src + j*width;
|
||||||
|
|
||||||
|
|
|
@ -2,7 +2,7 @@
|
||||||
|
|
||||||
CONFIG="config.mk"
|
CONFIG="config.mk"
|
||||||
PREFIX="/usr/local"
|
PREFIX="/usr/local"
|
||||||
VERSION=$(grep "define PNGQUANT_VERSION" ../pngquant.c | grep -Eo "[12]\.[0-9.]+")
|
VERSION=$(grep LIQ_VERSION_STRING libimagequant.h | grep -Eo "2\.[0-9.]+")
|
||||||
|
|
||||||
DEBUG=
|
DEBUG=
|
||||||
SSE=auto
|
SSE=auto
|
||||||
|
@ -21,14 +21,18 @@ for i in "$@"; do
|
||||||
case $i in
|
case $i in
|
||||||
--help)
|
--help)
|
||||||
echo
|
echo
|
||||||
help "--prefix= installation directory [$PREFIX]"
|
help "--prefix=<dir> installation directory [$PREFIX]"
|
||||||
help "--extra-cflags= append to CFLAGS"
|
help "--extra-cflags=<flags> append to CFLAGS"
|
||||||
help "--extra-ldflags= append to LDFLAGS"
|
help "--extra-ldflags=<flags> append to LDFLAGS"
|
||||||
echo
|
echo
|
||||||
help "--enable-debug"
|
help "--enable-debug"
|
||||||
help "--enable-sse/--disable-sse enable/disable SSE instructions"
|
help "--enable-sse/--disable-sse enable/disable SSE instructions"
|
||||||
echo
|
echo
|
||||||
help "--with-openmp compile with multicore support"
|
help "--with-openmp=static compile with multicore support"
|
||||||
|
echo
|
||||||
|
help "CC=<compiler> use given compiler command"
|
||||||
|
help "CFLAGS=<flags> pass options to the compiler"
|
||||||
|
help "LDFLAGS=<flags> pass options to the linker"
|
||||||
echo
|
echo
|
||||||
exit 0
|
exit 0
|
||||||
;;
|
;;
|
||||||
|
@ -54,6 +58,9 @@ for i in "$@"; do
|
||||||
--with-openmp)
|
--with-openmp)
|
||||||
OPENMP=1
|
OPENMP=1
|
||||||
;;
|
;;
|
||||||
|
--with-openmp=static)
|
||||||
|
OPENMP=static
|
||||||
|
;;
|
||||||
--prefix=*)
|
--prefix=*)
|
||||||
PREFIX=${i#*=}
|
PREFIX=${i#*=}
|
||||||
;;
|
;;
|
||||||
|
@ -65,8 +72,7 @@ for i in "$@"; do
|
||||||
EXTRA_LDFLAGS="$EXTRA_LDFLAGS ${i#*=}"
|
EXTRA_LDFLAGS="$EXTRA_LDFLAGS ${i#*=}"
|
||||||
;;
|
;;
|
||||||
*)
|
*)
|
||||||
echo "error: unknown switch ${i%%=*}"
|
echo "warning: unknown switch ${i%%=*} (see $0 --help for the list)"
|
||||||
exit 1
|
|
||||||
;;
|
;;
|
||||||
esac
|
esac
|
||||||
done
|
done
|
||||||
|
@ -93,7 +99,7 @@ status() {
|
||||||
# Append to CFLAGS if compiler supports flag, with optional prerequisite.
|
# Append to CFLAGS if compiler supports flag, with optional prerequisite.
|
||||||
# Fails on errors and warnings.
|
# Fails on errors and warnings.
|
||||||
conditional_cflags() {
|
conditional_cflags() {
|
||||||
if [ -z "$("$CC" -xc -S -o /dev/null $2 $1 <(echo) 2>&1)" ]; then
|
if [ -z "$(echo | "$CC" -xc -S -o /dev/null $2 $1 - 2>&1)" ]; then
|
||||||
cflags "$1"
|
cflags "$1"
|
||||||
fi
|
fi
|
||||||
}
|
}
|
||||||
|
@ -106,33 +112,35 @@ error() {
|
||||||
|
|
||||||
echo
|
echo
|
||||||
|
|
||||||
# basic check
|
# /tmp, because mingw has problems opening /dev/null and gives false negative
|
||||||
if ! "$CC" -xc -std=c99 <(echo "int main(){}") -o /dev/null &> /dev/null; then
|
if ! echo "int main(){}" | "$CC" -xc -std=c99 -o /tmp/gcccheck - > /dev/null; then
|
||||||
error "Compiler" "$CC is no C compiler"
|
error "Compiler" "$CC failed to compile anything (make sure it's installed and supports C99)"
|
||||||
fi
|
fi
|
||||||
|
|
||||||
status "Compiler" "$CC"
|
status "Compiler" "$CC"
|
||||||
|
|
||||||
# init flags
|
# init flags
|
||||||
CFLAGS=${CFLAGS:--O3 -fno-math-errno -funroll-loops -fomit-frame-pointer -Wall}
|
CFLAGS=${CFLAGS:--fno-math-errno -funroll-loops -fomit-frame-pointer -Wall}
|
||||||
cflags "-std=c99 -I."
|
cflags "-std=c99 -I."
|
||||||
lflags "-lm lib/libimagequant.a"
|
|
||||||
|
|
||||||
# DEBUG
|
# DEBUG
|
||||||
if [ -z "$DEBUG" ]; then
|
if [ -z "$DEBUG" ]; then
|
||||||
cflags "-DNDEBUG"
|
cflags "-O3 -DNDEBUG"
|
||||||
status "Debug" "no"
|
status "Debug" "no"
|
||||||
else
|
else
|
||||||
cflags "-g"
|
cflags "-O1 -g"
|
||||||
status "Debug" "yes"
|
status "Debug" "yes"
|
||||||
fi
|
fi
|
||||||
|
|
||||||
# SSE
|
# SSE
|
||||||
if [ "$SSE" = 'auto' ]; then
|
if [ "$SSE" = 'auto' ]; then
|
||||||
if [[ "$(uname -m)" =~ (amd|x86_)64 ||
|
SSE=0
|
||||||
|
if type uname > /dev/null; then
|
||||||
|
if [[ "$(uname -m)" =~ "amd64" || "$(uname -m)" =~ "x86_64" ||
|
||||||
"$(grep -E -m1 "^flags" /proc/cpuinfo)" =~ "sse" ]]; then
|
"$(grep -E -m1 "^flags" /proc/cpuinfo)" =~ "sse" ]]; then
|
||||||
SSE=1
|
SSE=1
|
||||||
fi
|
fi
|
||||||
|
fi
|
||||||
fi
|
fi
|
||||||
|
|
||||||
if [ "$SSE" -eq 1 ]; then
|
if [ "$SSE" -eq 1 ]; then
|
||||||
|
@ -150,15 +158,19 @@ fi
|
||||||
|
|
||||||
# OpenMP
|
# OpenMP
|
||||||
if [ -n "$OPENMP" ]; then
|
if [ -n "$OPENMP" ]; then
|
||||||
if [[ "$("$CC" -xc -E -fopenmp <(echo -e \
|
if [ "static" = "$OPENMP" ]; then
|
||||||
"#ifdef _OPENMP
|
OPENMPFLAGS="-static-libgcc -Bstatic -fopenmp -Bdynamic"
|
||||||
|
else
|
||||||
|
OPENMPFLAGS="-fopenmp"
|
||||||
|
fi
|
||||||
|
if [[ "$("$CC" -xc -E $OPENMPFLAGS <(echo "#ifdef _OPENMP
|
||||||
#include <omp.h>
|
#include <omp.h>
|
||||||
#endif") 2>&1)" =~ "omp_get_thread_num" ]]; then
|
#endif") 2>&1)" =~ "omp_get_thread_num" ]]; then
|
||||||
cflags "-fopenmp"
|
cflags "$OPENMPFLAGS"
|
||||||
lflags "-fopenmp"
|
lflags "$OPENMPFLAGS"
|
||||||
status "OpenMP" "yes"
|
status "OpenMP" "yes"
|
||||||
else
|
else
|
||||||
error "OpenMP" "not supported by compiler"
|
error "OpenMP" "not supported by compiler (please install a compiler that supports OpenMP (e.g. gcc) and specify it with the CC= argument)"
|
||||||
fi
|
fi
|
||||||
else
|
else
|
||||||
# silence warnings about omp pragmas
|
# silence warnings about omp pragmas
|
||||||
|
@ -167,6 +179,26 @@ else
|
||||||
status "OpenMP" "no"
|
status "OpenMP" "no"
|
||||||
fi
|
fi
|
||||||
|
|
||||||
|
# Cocoa
|
||||||
|
if [[ "$OSTYPE" =~ "darwin" ]]; then
|
||||||
|
cflags "-mmacosx-version-min=10.6"
|
||||||
|
lflags "-mmacosx-version-min=10.6"
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [[ "$OSTYPE" =~ "darwin" ]]; then
|
||||||
|
SOLIBSUFFIX=dylib
|
||||||
|
|
||||||
|
# Search Developer SDK paths, since Apple seems to have dropped the standard Unixy ones
|
||||||
|
XCODE_CMD="xcode-select"
|
||||||
|
XCODE_PATH=$($XCODE_CMD -p)
|
||||||
|
DIRS+=("$XCODE_PATH/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.10.sdk/usr/include $XCODE_PATH/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.10.sdk/usr/lib")
|
||||||
|
DIRS+=("$XCODE_PATH/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.8.sdk/usr/include $XCODE_PATH/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.8.sdk/usr/lib")
|
||||||
|
elif [[ "$OSTYPE" =~ "msys" ]]; then
|
||||||
|
SOLIBSUFFIX=dll
|
||||||
|
else
|
||||||
|
SOLIBSUFFIX=so
|
||||||
|
fi
|
||||||
|
|
||||||
echo
|
echo
|
||||||
|
|
||||||
# As of GCC 4.5, 387 fp math is significantly slower in C99 mode without this.
|
# As of GCC 4.5, 387 fp math is significantly slower in C99 mode without this.
|
||||||
|
@ -203,4 +235,5 @@ VERSION = $VERSION
|
||||||
CC = $CC
|
CC = $CC
|
||||||
CFLAGS = $CFLAGS
|
CFLAGS = $CFLAGS
|
||||||
LDFLAGS = $LDFLAGS
|
LDFLAGS = $LDFLAGS
|
||||||
" > $CONFIG
|
SOLIBSUFFIX = $SOLIBSUFFIX
|
||||||
|
" > "$CONFIG"
|
||||||
|
|
|
@ -0,0 +1,107 @@
|
||||||
|
/*
|
||||||
|
© 2011-2016 by Kornel Lesiński.
|
||||||
|
|
||||||
|
This file is part of libimagequant.
|
||||||
|
|
||||||
|
libimagequant is free software: you can redistribute it and/or modify
|
||||||
|
it under the terms of the GNU General Public License as published by
|
||||||
|
the Free Software Foundation, either version 3 of the License, or
|
||||||
|
(at your option) any later version.
|
||||||
|
|
||||||
|
libimagequant is distributed in the hope that it will be useful,
|
||||||
|
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||||
|
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||||
|
GNU General Public License for more details.
|
||||||
|
|
||||||
|
You should have received a copy of the GNU General Public License
|
||||||
|
along with libimagequant. If not, see <http://www.gnu.org/licenses/>.
|
||||||
|
*/
|
||||||
|
|
||||||
|
#include "libimagequant.h"
|
||||||
|
#include "pam.h"
|
||||||
|
#include "kmeans.h"
|
||||||
|
#include "nearest.h"
|
||||||
|
#include <stdlib.h>
|
||||||
|
#include <string.h>
|
||||||
|
|
||||||
|
#ifdef _OPENMP
|
||||||
|
#include <omp.h>
|
||||||
|
#else
|
||||||
|
#define omp_get_max_threads() 1
|
||||||
|
#define omp_get_thread_num() 0
|
||||||
|
#endif
|
||||||
|
|
||||||
|
/*
|
||||||
|
* K-Means iteration: new palette color is computed from weighted average of colors that map to that palette entry.
|
||||||
|
*/
|
||||||
|
LIQ_PRIVATE void kmeans_init(const colormap *map, const unsigned int max_threads, kmeans_state average_color[])
|
||||||
|
{
|
||||||
|
memset(average_color, 0, sizeof(average_color[0])*(KMEANS_CACHE_LINE_GAP+map->colors)*max_threads);
|
||||||
|
}
|
||||||
|
|
||||||
|
LIQ_PRIVATE void kmeans_update_color(const f_pixel acolor, const float value, const colormap *map, unsigned int match, const unsigned int thread, kmeans_state average_color[])
|
||||||
|
{
|
||||||
|
match += thread * (KMEANS_CACHE_LINE_GAP+map->colors);
|
||||||
|
average_color[match].a += acolor.a * value;
|
||||||
|
average_color[match].r += acolor.r * value;
|
||||||
|
average_color[match].g += acolor.g * value;
|
||||||
|
average_color[match].b += acolor.b * value;
|
||||||
|
average_color[match].total += value;
|
||||||
|
}
|
||||||
|
|
||||||
|
LIQ_PRIVATE void kmeans_finalize(colormap *map, const unsigned int max_threads, const kmeans_state average_color[])
|
||||||
|
{
|
||||||
|
for (unsigned int i=0; i < map->colors; i++) {
|
||||||
|
double a=0, r=0, g=0, b=0, total=0;
|
||||||
|
|
||||||
|
// Aggregate results from all threads
|
||||||
|
for(unsigned int t=0; t < max_threads; t++) {
|
||||||
|
const unsigned int offset = (KMEANS_CACHE_LINE_GAP+map->colors) * t + i;
|
||||||
|
|
||||||
|
a += average_color[offset].a;
|
||||||
|
r += average_color[offset].r;
|
||||||
|
g += average_color[offset].g;
|
||||||
|
b += average_color[offset].b;
|
||||||
|
total += average_color[offset].total;
|
||||||
|
}
|
||||||
|
|
||||||
|
if (total && !map->palette[i].fixed) {
|
||||||
|
map->palette[i].acolor = (f_pixel){
|
||||||
|
.a = a / total,
|
||||||
|
.r = r / total,
|
||||||
|
.g = g / total,
|
||||||
|
.b = b / total,
|
||||||
|
};
|
||||||
|
map->palette[i].popularity = total;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
LIQ_PRIVATE double kmeans_do_iteration(histogram *hist, colormap *const map, kmeans_callback callback)
|
||||||
|
{
|
||||||
|
const unsigned int max_threads = omp_get_max_threads();
|
||||||
|
kmeans_state average_color[(KMEANS_CACHE_LINE_GAP+map->colors) * max_threads];
|
||||||
|
kmeans_init(map, max_threads, average_color);
|
||||||
|
struct nearest_map *const n = nearest_init(map);
|
||||||
|
hist_item *const achv = hist->achv;
|
||||||
|
const int hist_size = hist->size;
|
||||||
|
|
||||||
|
double total_diff=0;
|
||||||
|
#pragma omp parallel for if (hist_size > 3000) \
|
||||||
|
schedule(static) default(none) shared(average_color,callback) reduction(+:total_diff)
|
||||||
|
for(int j=0; j < hist_size; j++) {
|
||||||
|
float diff;
|
||||||
|
unsigned int match = nearest_search(n, &achv[j].acolor, achv[j].tmp.likely_colormap_index, &diff);
|
||||||
|
achv[j].tmp.likely_colormap_index = match;
|
||||||
|
total_diff += diff * achv[j].perceptual_weight;
|
||||||
|
|
||||||
|
kmeans_update_color(achv[j].acolor, achv[j].perceptual_weight, map, match, omp_get_thread_num(), average_color);
|
||||||
|
|
||||||
|
if (callback) callback(&achv[j], diff);
|
||||||
|
}
|
||||||
|
|
||||||
|
nearest_free(n);
|
||||||
|
kmeans_finalize(map, max_threads, average_color);
|
||||||
|
|
||||||
|
return total_diff / hist->total_perceptual_weight;
|
||||||
|
}
|
|
@ -0,0 +1,19 @@
|
||||||
|
|
||||||
|
#ifndef KMEANS_H
|
||||||
|
#define KMEANS_H
|
||||||
|
|
||||||
|
// Spread memory touched by different threads at least 64B apart which I assume is the cache line size. This should avoid memory write contention.
|
||||||
|
#define KMEANS_CACHE_LINE_GAP ((64+sizeof(kmeans_state)-1)/sizeof(kmeans_state))
|
||||||
|
|
||||||
|
typedef struct {
|
||||||
|
double a, r, g, b, total;
|
||||||
|
} kmeans_state;
|
||||||
|
|
||||||
|
typedef void (*kmeans_callback)(hist_item *item, float diff);
|
||||||
|
|
||||||
|
LIQ_PRIVATE void kmeans_init(const colormap *map, const unsigned int max_threads, kmeans_state state[]);
|
||||||
|
LIQ_PRIVATE void kmeans_update_color(const f_pixel acolor, const float value, const colormap *map, unsigned int match, const unsigned int thread, kmeans_state average_color[]);
|
||||||
|
LIQ_PRIVATE void kmeans_finalize(colormap *map, const unsigned int max_threads, const kmeans_state state[]);
|
||||||
|
LIQ_PRIVATE double kmeans_do_iteration(histogram *hist, colormap *const map, kmeans_callback callback);
|
||||||
|
|
||||||
|
#endif
|
File diff suppressed because it is too large
Load Diff
|
@ -1,18 +1,30 @@
|
||||||
/*
|
/*
|
||||||
* http://pngquant.org
|
* https://pngquant.org
|
||||||
*/
|
*/
|
||||||
|
|
||||||
#ifndef LIBIMAGEQUANT_H
|
#ifndef LIBIMAGEQUANT_H
|
||||||
#define LIBIMAGEQUANT_H
|
#define LIBIMAGEQUANT_H
|
||||||
|
|
||||||
|
#ifdef IMAGEQUANT_EXPORTS
|
||||||
|
#define LIQ_EXPORT __declspec(dllexport)
|
||||||
|
#endif
|
||||||
|
|
||||||
#ifndef LIQ_EXPORT
|
#ifndef LIQ_EXPORT
|
||||||
#define LIQ_EXPORT extern
|
#define LIQ_EXPORT extern
|
||||||
#endif
|
#endif
|
||||||
|
|
||||||
|
#define LIQ_VERSION 20901
|
||||||
|
#define LIQ_VERSION_STRING "2.9.1"
|
||||||
|
|
||||||
#ifndef LIQ_PRIVATE
|
#ifndef LIQ_PRIVATE
|
||||||
#if defined(__GNUC__) || defined (__llvm__)
|
#if defined(__GNUC__) || defined (__llvm__)
|
||||||
#define LIQ_PRIVATE __attribute__((visibility("hidden")))
|
#define LIQ_PRIVATE __attribute__((visibility("hidden")))
|
||||||
|
#define LIQ_NONNULL __attribute__((nonnull))
|
||||||
|
#define LIQ_USERESULT __attribute__((warn_unused_result))
|
||||||
#else
|
#else
|
||||||
#define LIQ_PRIVATE
|
#define LIQ_PRIVATE
|
||||||
|
#define LIQ_NONNULL
|
||||||
|
#define LIQ_USERESULT
|
||||||
#endif
|
#endif
|
||||||
#endif
|
#endif
|
||||||
|
|
||||||
|
@ -25,6 +37,7 @@ extern "C" {
|
||||||
typedef struct liq_attr liq_attr;
|
typedef struct liq_attr liq_attr;
|
||||||
typedef struct liq_image liq_image;
|
typedef struct liq_image liq_image;
|
||||||
typedef struct liq_result liq_result;
|
typedef struct liq_result liq_result;
|
||||||
|
typedef struct liq_histogram liq_histogram;
|
||||||
|
|
||||||
typedef struct liq_color {
|
typedef struct liq_color {
|
||||||
unsigned char r, g, b, a;
|
unsigned char r, g, b, a;
|
||||||
|
@ -40,63 +53,89 @@ typedef enum liq_error {
|
||||||
LIQ_QUALITY_TOO_LOW = 99,
|
LIQ_QUALITY_TOO_LOW = 99,
|
||||||
LIQ_VALUE_OUT_OF_RANGE = 100,
|
LIQ_VALUE_OUT_OF_RANGE = 100,
|
||||||
LIQ_OUT_OF_MEMORY,
|
LIQ_OUT_OF_MEMORY,
|
||||||
LIQ_NOT_READY,
|
LIQ_ABORTED,
|
||||||
LIQ_BITMAP_NOT_AVAILABLE,
|
LIQ_BITMAP_NOT_AVAILABLE,
|
||||||
LIQ_BUFFER_TOO_SMALL,
|
LIQ_BUFFER_TOO_SMALL,
|
||||||
LIQ_INVALID_POINTER,
|
LIQ_INVALID_POINTER,
|
||||||
|
LIQ_UNSUPPORTED,
|
||||||
} liq_error;
|
} liq_error;
|
||||||
|
|
||||||
enum liq_ownership {LIQ_OWN_ROWS=4, LIQ_OWN_PIXELS=8};
|
enum liq_ownership {LIQ_OWN_ROWS=4, LIQ_OWN_PIXELS=8};
|
||||||
|
|
||||||
LIQ_EXPORT liq_attr* liq_attr_create(void);
|
typedef struct liq_histogram_entry {
|
||||||
LIQ_EXPORT liq_attr* liq_attr_create_with_allocator(void* (*malloc)(size_t), void (*free)(void*));
|
liq_color color;
|
||||||
LIQ_EXPORT liq_attr* liq_attr_copy(liq_attr* orig);
|
unsigned int count;
|
||||||
LIQ_EXPORT void liq_attr_destroy(liq_attr* attr);
|
} liq_histogram_entry;
|
||||||
|
|
||||||
LIQ_EXPORT liq_error liq_set_max_colors(liq_attr* attr, int colors);
|
LIQ_EXPORT LIQ_USERESULT liq_attr* liq_attr_create(void);
|
||||||
LIQ_EXPORT int liq_get_max_colors(const liq_attr* attr);
|
LIQ_EXPORT LIQ_USERESULT liq_attr* liq_attr_create_with_allocator(void* (*malloc)(size_t), void (*free)(void*));
|
||||||
LIQ_EXPORT liq_error liq_set_speed(liq_attr* attr, int speed);
|
LIQ_EXPORT LIQ_USERESULT liq_attr* liq_attr_copy(const liq_attr *orig) LIQ_NONNULL;
|
||||||
LIQ_EXPORT int liq_get_speed(const liq_attr* attr);
|
LIQ_EXPORT void liq_attr_destroy(liq_attr *attr) LIQ_NONNULL;
|
||||||
LIQ_EXPORT liq_error liq_set_min_opacity(liq_attr* attr, int min);
|
|
||||||
LIQ_EXPORT int liq_get_min_opacity(const liq_attr* attr);
|
|
||||||
LIQ_EXPORT liq_error liq_set_min_posterization(liq_attr* attr, int bits);
|
|
||||||
LIQ_EXPORT int liq_get_min_posterization(const liq_attr* attr);
|
|
||||||
LIQ_EXPORT liq_error liq_set_quality(liq_attr* attr, int minimum, int maximum);
|
|
||||||
LIQ_EXPORT int liq_get_min_quality(const liq_attr* attr);
|
|
||||||
LIQ_EXPORT int liq_get_max_quality(const liq_attr* attr);
|
|
||||||
LIQ_EXPORT void liq_set_last_index_transparent(liq_attr* attr, int is_last);
|
|
||||||
|
|
||||||
typedef void liq_log_callback_function(const liq_attr*, const char* message, void* user_info);
|
LIQ_EXPORT LIQ_USERESULT liq_histogram* liq_histogram_create(const liq_attr* attr);
|
||||||
|
LIQ_EXPORT liq_error liq_histogram_add_image(liq_histogram *hist, const liq_attr *attr, liq_image* image) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT liq_error liq_histogram_add_colors(liq_histogram *hist, const liq_attr *attr, const liq_histogram_entry entries[], int num_entries, double gamma) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT void liq_histogram_destroy(liq_histogram *hist) LIQ_NONNULL;
|
||||||
|
|
||||||
|
LIQ_EXPORT liq_error liq_set_max_colors(liq_attr* attr, int colors) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT int liq_get_max_colors(const liq_attr* attr) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT liq_error liq_set_speed(liq_attr* attr, int speed) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT int liq_get_speed(const liq_attr* attr) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT liq_error liq_set_min_opacity(liq_attr* attr, int min) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT int liq_get_min_opacity(const liq_attr* attr) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT liq_error liq_set_min_posterization(liq_attr* attr, int bits) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT int liq_get_min_posterization(const liq_attr* attr) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT liq_error liq_set_quality(liq_attr* attr, int minimum, int maximum) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT int liq_get_min_quality(const liq_attr* attr) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT int liq_get_max_quality(const liq_attr* attr) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT void liq_set_last_index_transparent(liq_attr* attr, int is_last) LIQ_NONNULL;
|
||||||
|
|
||||||
|
typedef void liq_log_callback_function(const liq_attr*, const char *message, void* user_info);
|
||||||
typedef void liq_log_flush_callback_function(const liq_attr*, void* user_info);
|
typedef void liq_log_flush_callback_function(const liq_attr*, void* user_info);
|
||||||
LIQ_EXPORT void liq_set_log_callback(liq_attr*, liq_log_callback_function*, void* user_info);
|
LIQ_EXPORT void liq_set_log_callback(liq_attr*, liq_log_callback_function*, void* user_info);
|
||||||
LIQ_EXPORT void liq_set_log_flush_callback(liq_attr*, liq_log_flush_callback_function*, void* user_info);
|
LIQ_EXPORT void liq_set_log_flush_callback(liq_attr*, liq_log_flush_callback_function*, void* user_info);
|
||||||
|
|
||||||
LIQ_EXPORT liq_image* liq_image_create_rgba_rows(liq_attr* attr, void* rows[], int width, int height, double gamma);
|
typedef int liq_progress_callback_function(float progress_percent, void* user_info);
|
||||||
LIQ_EXPORT liq_image* liq_image_create_rgba(liq_attr* attr, void* bitmap, int width, int height, double gamma);
|
LIQ_EXPORT void liq_attr_set_progress_callback(liq_attr*, liq_progress_callback_function*, void* user_info);
|
||||||
|
LIQ_EXPORT void liq_result_set_progress_callback(liq_result*, liq_progress_callback_function*, void* user_info);
|
||||||
|
|
||||||
|
// The rows and their data are not modified. The type of `rows` is non-const only due to a bug in C's typesystem design.
|
||||||
|
LIQ_EXPORT LIQ_USERESULT liq_image *liq_image_create_rgba_rows(const liq_attr *attr, void *const rows[], int width, int height, double gamma) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT liq_image *liq_image_create_rgba(const liq_attr *attr, const void *bitmap, int width, int height, double gamma) LIQ_NONNULL;
|
||||||
|
|
||||||
typedef void liq_image_get_rgba_row_callback(liq_color row_out[], int row, int width, void* user_info);
|
typedef void liq_image_get_rgba_row_callback(liq_color row_out[], int row, int width, void* user_info);
|
||||||
LIQ_EXPORT liq_image* liq_image_create_custom(liq_attr* attr, liq_image_get_rgba_row_callback* row_callback, void* user_info, int width, int height, double gamma);
|
LIQ_EXPORT LIQ_USERESULT liq_image *liq_image_create_custom(const liq_attr *attr, liq_image_get_rgba_row_callback *row_callback, void* user_info, int width, int height, double gamma);
|
||||||
|
|
||||||
LIQ_EXPORT liq_error liq_image_set_memory_ownership(liq_image* image, int ownership_flags);
|
LIQ_EXPORT liq_error liq_image_set_memory_ownership(liq_image *image, int ownership_flags) LIQ_NONNULL;
|
||||||
LIQ_EXPORT int liq_image_get_width(const liq_image* img);
|
LIQ_EXPORT liq_error liq_image_add_fixed_color(liq_image *img, liq_color color) LIQ_NONNULL;
|
||||||
LIQ_EXPORT int liq_image_get_height(const liq_image* img);
|
LIQ_EXPORT LIQ_USERESULT int liq_image_get_width(const liq_image *img) LIQ_NONNULL;
|
||||||
LIQ_EXPORT void liq_image_destroy(liq_image* img);
|
LIQ_EXPORT LIQ_USERESULT int liq_image_get_height(const liq_image *img) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT void liq_image_destroy(liq_image *img) LIQ_NONNULL;
|
||||||
|
|
||||||
LIQ_EXPORT liq_result* liq_quantize_image(liq_attr* options, liq_image* input_image);
|
LIQ_EXPORT LIQ_USERESULT liq_error liq_histogram_quantize(liq_histogram *const input_hist, liq_attr *const options, liq_result **result_output) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT LIQ_USERESULT liq_error liq_image_quantize(liq_image *const input_image, liq_attr *const options, liq_result **result_output) LIQ_NONNULL;
|
||||||
|
|
||||||
LIQ_EXPORT liq_error liq_set_dithering_level(liq_result* res, float dither_level);
|
LIQ_EXPORT liq_error liq_set_dithering_level(liq_result *res, float dither_level) LIQ_NONNULL;
|
||||||
LIQ_EXPORT liq_error liq_set_output_gamma(liq_result* res, double gamma);
|
LIQ_EXPORT liq_error liq_set_output_gamma(liq_result* res, double gamma) LIQ_NONNULL;
|
||||||
LIQ_EXPORT double liq_get_output_gamma(const liq_result* result);
|
LIQ_EXPORT LIQ_USERESULT double liq_get_output_gamma(const liq_result *result) LIQ_NONNULL;
|
||||||
|
|
||||||
LIQ_EXPORT const liq_palette* liq_get_palette(liq_result* result);
|
LIQ_EXPORT LIQ_USERESULT const liq_palette *liq_get_palette(liq_result *result) LIQ_NONNULL;
|
||||||
|
|
||||||
LIQ_EXPORT liq_error liq_write_remapped_image(liq_result* result, liq_image* input_image, void* buffer, size_t buffer_size);
|
LIQ_EXPORT liq_error liq_write_remapped_image(liq_result *result, liq_image *input_image, void *buffer, size_t buffer_size) LIQ_NONNULL;
|
||||||
LIQ_EXPORT liq_error liq_write_remapped_image_rows(liq_result* result, liq_image* input_image, unsigned char** row_pointers);
|
LIQ_EXPORT liq_error liq_write_remapped_image_rows(liq_result *result, liq_image *input_image, unsigned char **row_pointers) LIQ_NONNULL;
|
||||||
|
|
||||||
LIQ_EXPORT double liq_get_quantization_error(liq_result* result);
|
LIQ_EXPORT double liq_get_quantization_error(const liq_result *result) LIQ_NONNULL;
|
||||||
LIQ_EXPORT int liq_get_quantization_quality(liq_result* result);
|
LIQ_EXPORT int liq_get_quantization_quality(const liq_result *result) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT double liq_get_remapping_error(const liq_result *result) LIQ_NONNULL;
|
||||||
|
LIQ_EXPORT int liq_get_remapping_quality(const liq_result *result) LIQ_NONNULL;
|
||||||
|
|
||||||
LIQ_EXPORT void liq_result_destroy(liq_result*);
|
LIQ_EXPORT void liq_result_destroy(liq_result *) LIQ_NONNULL;
|
||||||
|
|
||||||
|
LIQ_EXPORT int liq_version(void);
|
||||||
|
|
||||||
|
|
||||||
|
// Deprecated
|
||||||
|
LIQ_EXPORT LIQ_USERESULT liq_result *liq_quantize_image(liq_attr *options, liq_image *input_image) LIQ_NONNULL;
|
||||||
|
|
||||||
#ifdef __cplusplus
|
#ifdef __cplusplus
|
||||||
}
|
}
|
||||||
|
|
|
@ -1,8 +1,25 @@
|
||||||
/*
|
/*
|
||||||
|
** © 2009-2015 by Kornel Lesiński.
|
||||||
|
**
|
||||||
|
** This file is part of libimagequant.
|
||||||
|
**
|
||||||
|
** libimagequant is free software: you can redistribute it and/or modify
|
||||||
|
** it under the terms of the GNU General Public License as published by
|
||||||
|
** the Free Software Foundation, either version 3 of the License, or
|
||||||
|
** (at your option) any later version.
|
||||||
|
**
|
||||||
|
** libimagequant is distributed in the hope that it will be useful,
|
||||||
|
** but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||||
|
** MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||||
|
** GNU General Public License for more details.
|
||||||
|
**
|
||||||
|
** You should have received a copy of the GNU General Public License
|
||||||
|
** along with libimagequant. If not, see <http://www.gnu.org/licenses/>.
|
||||||
|
*/
|
||||||
|
/*
|
||||||
** Copyright (C) 1989, 1991 by Jef Poskanzer.
|
** Copyright (C) 1989, 1991 by Jef Poskanzer.
|
||||||
** Copyright (C) 1997, 2000, 2002 by Greg Roelofs; based on an idea by
|
** Copyright (C) 1997, 2000, 2002 by Greg Roelofs; based on an idea by
|
||||||
** Stefan Schneider.
|
** Stefan Schneider.
|
||||||
** © 2009-2013 by Kornel Lesinski.
|
|
||||||
**
|
**
|
||||||
** Permission to use, copy, modify, and distribute this software and its
|
** Permission to use, copy, modify, and distribute this software and its
|
||||||
** documentation for any purpose and without fee is hereby granted, provided
|
** documentation for any purpose and without fee is hereby granted, provided
|
||||||
|
@ -21,7 +38,7 @@
|
||||||
|
|
||||||
#define index_of_channel(ch) (offsetof(f_pixel,ch)/sizeof(float))
|
#define index_of_channel(ch) (offsetof(f_pixel,ch)/sizeof(float))
|
||||||
|
|
||||||
static f_pixel averagepixels(unsigned int clrs, const hist_item achv[], float min_opaque_val, const f_pixel center);
|
static f_pixel averagepixels(unsigned int clrs, const hist_item achv[]);
|
||||||
|
|
||||||
struct box {
|
struct box {
|
||||||
f_pixel color;
|
f_pixel color;
|
||||||
|
@ -46,7 +63,7 @@ static f_pixel box_variance(const hist_item achv[], const struct box *box)
|
||||||
double variancea=0, variancer=0, varianceg=0, varianceb=0;
|
double variancea=0, variancer=0, varianceg=0, varianceb=0;
|
||||||
|
|
||||||
for(unsigned int i = 0; i < box->colors; ++i) {
|
for(unsigned int i = 0; i < box->colors; ++i) {
|
||||||
f_pixel px = achv[box->ind + i].acolor;
|
const f_pixel px = achv[box->ind + i].acolor;
|
||||||
double weight = achv[box->ind + i].adjusted_weight;
|
double weight = achv[box->ind + i].adjusted_weight;
|
||||||
variancea += variance_diff(mean.a - px.a, 2.0/256.0)*weight;
|
variancea += variance_diff(mean.a - px.a, 2.0/256.0)*weight;
|
||||||
variancer += variance_diff(mean.r - px.r, 1.0/256.0)*weight;
|
variancer += variance_diff(mean.r - px.r, 1.0/256.0)*weight;
|
||||||
|
@ -191,10 +208,10 @@ static double prepare_sort(struct box *b, hist_item achv[])
|
||||||
** Sort dimensions by their variance, and then sort colors first by dimension with highest variance
|
** Sort dimensions by their variance, and then sort colors first by dimension with highest variance
|
||||||
*/
|
*/
|
||||||
channelvariance channels[4] = {
|
channelvariance channels[4] = {
|
||||||
|
{index_of_channel(a), b->variance.a},
|
||||||
{index_of_channel(r), b->variance.r},
|
{index_of_channel(r), b->variance.r},
|
||||||
{index_of_channel(g), b->variance.g},
|
{index_of_channel(g), b->variance.g},
|
||||||
{index_of_channel(b), b->variance.b},
|
{index_of_channel(b), b->variance.b},
|
||||||
{index_of_channel(a), b->variance.a},
|
|
||||||
};
|
};
|
||||||
|
|
||||||
qsort(channels, 4, sizeof(channels[0]), comparevariance);
|
qsort(channels, 4, sizeof(channels[0]), comparevariance);
|
||||||
|
@ -228,7 +245,7 @@ static f_pixel get_median(const struct box *b, hist_item achv[])
|
||||||
|
|
||||||
// technically the second color is not guaranteed to be sorted correctly
|
// technically the second color is not guaranteed to be sorted correctly
|
||||||
// but most of the time it is good enough to be useful
|
// but most of the time it is good enough to be useful
|
||||||
return averagepixels(2, &achv[b->ind + median_start], 1.0, (f_pixel){0.5,0.5,0.5,0.5});
|
return averagepixels(2, &achv[b->ind + median_start]);
|
||||||
}
|
}
|
||||||
|
|
||||||
/*
|
/*
|
||||||
|
@ -261,15 +278,13 @@ static int best_splittable_box(struct box* bv, unsigned int boxes, const double
|
||||||
inline static double color_weight(f_pixel median, hist_item h)
|
inline static double color_weight(f_pixel median, hist_item h)
|
||||||
{
|
{
|
||||||
float diff = colordifference(median, h.acolor);
|
float diff = colordifference(median, h.acolor);
|
||||||
// if color is "good enough", don't split further
|
|
||||||
if (diff < 2.f/256.f/256.f) diff /= 2.f;
|
|
||||||
return sqrt(diff) * (sqrt(1.0+h.adjusted_weight)-1.0);
|
return sqrt(diff) * (sqrt(1.0+h.adjusted_weight)-1.0);
|
||||||
}
|
}
|
||||||
|
|
||||||
static void set_colormap_from_boxes(colormap *map, struct box* bv, unsigned int boxes, hist_item *achv);
|
static void set_colormap_from_boxes(colormap *map, struct box* bv, unsigned int boxes, hist_item *achv);
|
||||||
static void adjust_histogram(hist_item *achv, const colormap *map, const struct box* bv, unsigned int boxes);
|
static void adjust_histogram(hist_item *achv, const struct box* bv, unsigned int boxes);
|
||||||
|
|
||||||
double box_error(const struct box *box, const hist_item achv[])
|
static double box_error(const struct box *box, const hist_item achv[])
|
||||||
{
|
{
|
||||||
f_pixel avg = box->color;
|
f_pixel avg = box->color;
|
||||||
|
|
||||||
|
@ -306,12 +321,22 @@ static bool total_box_error_below_target(double target_mse, struct box bv[], uns
|
||||||
return true;
|
return true;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
static void box_init(struct box *box, const hist_item *achv, const unsigned int ind, const unsigned int colors, const double sum) {
|
||||||
|
box->ind = ind;
|
||||||
|
box->colors = colors;
|
||||||
|
box->sum = sum;
|
||||||
|
box->total_error = -1;
|
||||||
|
box->color = averagepixels(colors, &achv[ind]);
|
||||||
|
box->variance = box_variance(achv, box);
|
||||||
|
box->max_error = box_max_error(achv, box);
|
||||||
|
}
|
||||||
|
|
||||||
/*
|
/*
|
||||||
** Here is the fun part, the median-cut colormap generator. This is based
|
** Here is the fun part, the median-cut colormap generator. This is based
|
||||||
** on Paul Heckbert's paper, "Color Image Quantization for Frame Buffer
|
** on Paul Heckbert's paper, "Color Image Quantization for Frame Buffer
|
||||||
** Display," SIGGRAPH 1982 Proceedings, page 297.
|
** Display," SIGGRAPH 1982 Proceedings, page 297.
|
||||||
*/
|
*/
|
||||||
LIQ_PRIVATE colormap *mediancut(histogram *hist, const float min_opaque_val, unsigned int newcolors, const double target_mse, const double max_mse, void* (*malloc)(size_t), void (*free)(void*))
|
LIQ_PRIVATE colormap *mediancut(histogram *hist, unsigned int newcolors, const double target_mse, const double max_mse, void* (*malloc)(size_t), void (*free)(void*))
|
||||||
{
|
{
|
||||||
hist_item *achv = hist->achv;
|
hist_item *achv = hist->achv;
|
||||||
struct box bv[newcolors];
|
struct box bv[newcolors];
|
||||||
|
@ -319,31 +344,19 @@ LIQ_PRIVATE colormap *mediancut(histogram *hist, const float min_opaque_val, uns
|
||||||
/*
|
/*
|
||||||
** Set up the initial box.
|
** Set up the initial box.
|
||||||
*/
|
*/
|
||||||
bv[0].ind = 0;
|
double sum = 0;
|
||||||
bv[0].colors = hist->size;
|
for(unsigned int i=0; i < hist->size; i++) {
|
||||||
bv[0].color = averagepixels(bv[0].colors, &achv[bv[0].ind], min_opaque_val, (f_pixel){0.5,0.5,0.5,0.5});
|
sum += achv[i].adjusted_weight;
|
||||||
bv[0].variance = box_variance(achv, &bv[0]);
|
}
|
||||||
bv[0].max_error = box_max_error(achv, &bv[0]);
|
box_init(&bv[0], achv, 0, hist->size, sum);
|
||||||
bv[0].sum = 0;
|
|
||||||
bv[0].total_error = -1;
|
|
||||||
for(unsigned int i=0; i < bv[0].colors; i++) bv[0].sum += achv[i].adjusted_weight;
|
|
||||||
|
|
||||||
unsigned int boxes = 1;
|
unsigned int boxes = 1;
|
||||||
|
|
||||||
// remember smaller palette for fast searching
|
|
||||||
colormap *representative_subset = NULL;
|
|
||||||
unsigned int subset_size = ceilf(powf(newcolors,0.7f));
|
|
||||||
|
|
||||||
/*
|
/*
|
||||||
** Main loop: split boxes until we have enough.
|
** Main loop: split boxes until we have enough.
|
||||||
*/
|
*/
|
||||||
while (boxes < newcolors) {
|
while (boxes < newcolors) {
|
||||||
|
|
||||||
if (boxes == subset_size) {
|
|
||||||
representative_subset = pam_colormap(boxes, malloc, free);
|
|
||||||
set_colormap_from_boxes(representative_subset, bv, boxes, achv);
|
|
||||||
}
|
|
||||||
|
|
||||||
// first splits boxes that exceed quality limit (to have colors for things like odd green pixel),
|
// first splits boxes that exceed quality limit (to have colors for things like odd green pixel),
|
||||||
// later raises the limit to allow large smooth areas/gradients get colors.
|
// later raises the limit to allow large smooth areas/gradients get colors.
|
||||||
const double current_max_mse = max_mse + (boxes/(double)newcolors)*16.0*max_mse;
|
const double current_max_mse = max_mse + (boxes/(double)newcolors)*16.0*max_mse;
|
||||||
|
@ -380,20 +393,8 @@ LIQ_PRIVATE colormap *mediancut(histogram *hist, const float min_opaque_val, uns
|
||||||
double lowersum = 0;
|
double lowersum = 0;
|
||||||
for(unsigned int i=0; i < break_at; i++) lowersum += achv[indx + i].adjusted_weight;
|
for(unsigned int i=0; i < break_at; i++) lowersum += achv[indx + i].adjusted_weight;
|
||||||
|
|
||||||
const f_pixel previous_center = bv[bi].color;
|
box_init(&bv[bi], achv, bv[bi].ind, break_at, lowersum);
|
||||||
bv[bi].colors = break_at;
|
box_init(&bv[boxes], achv, indx + break_at, clrs - break_at, sm - lowersum);
|
||||||
bv[bi].sum = lowersum;
|
|
||||||
bv[bi].color = averagepixels(bv[bi].colors, &achv[bv[bi].ind], min_opaque_val, previous_center);
|
|
||||||
bv[bi].total_error = -1;
|
|
||||||
bv[bi].variance = box_variance(achv, &bv[bi]);
|
|
||||||
bv[bi].max_error = box_max_error(achv, &bv[bi]);
|
|
||||||
bv[boxes].ind = indx + break_at;
|
|
||||||
bv[boxes].colors = clrs - break_at;
|
|
||||||
bv[boxes].sum = sm - lowersum;
|
|
||||||
bv[boxes].color = averagepixels(bv[boxes].colors, &achv[bv[boxes].ind], min_opaque_val, previous_center);
|
|
||||||
bv[boxes].total_error = -1;
|
|
||||||
bv[boxes].variance = box_variance(achv, &bv[boxes]);
|
|
||||||
bv[boxes].max_error = box_max_error(achv, &bv[boxes]);
|
|
||||||
|
|
||||||
++boxes;
|
++boxes;
|
||||||
|
|
||||||
|
@ -405,8 +406,7 @@ LIQ_PRIVATE colormap *mediancut(histogram *hist, const float min_opaque_val, uns
|
||||||
colormap *map = pam_colormap(boxes, malloc, free);
|
colormap *map = pam_colormap(boxes, malloc, free);
|
||||||
set_colormap_from_boxes(map, bv, boxes, achv);
|
set_colormap_from_boxes(map, bv, boxes, achv);
|
||||||
|
|
||||||
map->subset_palette = representative_subset;
|
adjust_histogram(achv, bv, boxes);
|
||||||
adjust_histogram(achv, map, bv, boxes);
|
|
||||||
|
|
||||||
return map;
|
return map;
|
||||||
}
|
}
|
||||||
|
@ -433,65 +433,28 @@ static void set_colormap_from_boxes(colormap *map, struct box* bv, unsigned int
|
||||||
}
|
}
|
||||||
|
|
||||||
/* increase histogram popularity by difference from the final color (this is used as part of feedback loop) */
|
/* increase histogram popularity by difference from the final color (this is used as part of feedback loop) */
|
||||||
static void adjust_histogram(hist_item *achv, const colormap *map, const struct box* bv, unsigned int boxes)
|
static void adjust_histogram(hist_item *achv, const struct box* bv, unsigned int boxes)
|
||||||
{
|
{
|
||||||
for(unsigned int bi = 0; bi < boxes; ++bi) {
|
for(unsigned int bi = 0; bi < boxes; ++bi) {
|
||||||
for(unsigned int i=bv[bi].ind; i < bv[bi].ind+bv[bi].colors; i++) {
|
for(unsigned int i=bv[bi].ind; i < bv[bi].ind+bv[bi].colors; i++) {
|
||||||
achv[i].adjusted_weight *= sqrt(1.0 +colordifference(map->palette[bi].acolor, achv[i].acolor)/4.0);
|
|
||||||
achv[i].tmp.likely_colormap_index = bi;
|
achv[i].tmp.likely_colormap_index = bi;
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
static f_pixel averagepixels(unsigned int clrs, const hist_item achv[], const float min_opaque_val, const f_pixel center)
|
static f_pixel averagepixels(unsigned int clrs, const hist_item achv[])
|
||||||
{
|
{
|
||||||
double r = 0, g = 0, b = 0, a = 0, new_a=0, sum = 0;
|
double r = 0, g = 0, b = 0, a = 0, sum = 0;
|
||||||
float maxa = 0;
|
|
||||||
|
|
||||||
// first find final opacity in order to blend colors at that opacity
|
for(unsigned int i = 0; i < clrs; i++) {
|
||||||
for(unsigned int i = 0; i < clrs; ++i) {
|
|
||||||
const f_pixel px = achv[i].acolor;
|
const f_pixel px = achv[i].acolor;
|
||||||
new_a += px.a * achv[i].adjusted_weight;
|
const double weight = achv[i].adjusted_weight;
|
||||||
sum += achv[i].adjusted_weight;
|
|
||||||
|
|
||||||
/* find if there are opaque colors, in case we're supposed to preserve opacity exactly (ie_bug) */
|
|
||||||
if (px.a > maxa) maxa = px.a;
|
|
||||||
}
|
|
||||||
|
|
||||||
if (sum) new_a /= sum;
|
|
||||||
|
|
||||||
/** if there was at least one completely opaque color, "round" final color to opaque */
|
|
||||||
if (new_a >= min_opaque_val && maxa >= (255.0/256.0)) new_a = 1;
|
|
||||||
|
|
||||||
sum=0;
|
|
||||||
// reverse iteration for cache locality with previous loop
|
|
||||||
for(int i = clrs-1; i >= 0; i--) {
|
|
||||||
double tmp, weight = 1.0f;
|
|
||||||
f_pixel px = achv[i].acolor;
|
|
||||||
|
|
||||||
/* give more weight to colors that are further away from average
|
|
||||||
this is intended to prevent desaturation of images and fading of whites
|
|
||||||
*/
|
|
||||||
tmp = (center.r - px.r);
|
|
||||||
weight += tmp*tmp;
|
|
||||||
tmp = (center.g - px.g);
|
|
||||||
weight += tmp*tmp;
|
|
||||||
tmp = (center.b - px.b);
|
|
||||||
weight += tmp*tmp;
|
|
||||||
|
|
||||||
weight *= achv[i].adjusted_weight;
|
|
||||||
sum += weight;
|
sum += weight;
|
||||||
|
a += px.a * weight;
|
||||||
if (px.a) {
|
r += px.r * weight;
|
||||||
px.r /= px.a;
|
g += px.g * weight;
|
||||||
px.g /= px.a;
|
b += px.b * weight;
|
||||||
px.b /= px.a;
|
|
||||||
}
|
|
||||||
|
|
||||||
r += px.r * new_a * weight;
|
|
||||||
g += px.g * new_a * weight;
|
|
||||||
b += px.b * new_a * weight;
|
|
||||||
a += new_a * weight;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
if (sum) {
|
if (sum) {
|
||||||
|
|
|
@ -1,2 +1,2 @@
|
||||||
|
|
||||||
LIQ_PRIVATE colormap *mediancut(histogram *hist, const float min_opaque_val, unsigned int newcolors, const double target_mse, const double max_mse, void* (*malloc)(size_t), void (*free)(void*));
|
LIQ_PRIVATE colormap *mediancut(histogram *hist, unsigned int newcolors, const double target_mse, const double max_mse, void* (*malloc)(size_t), void (*free)(void*));
|
||||||
|
|
|
@ -1,3 +1,21 @@
|
||||||
|
/*
|
||||||
|
© 2011-2016 by Kornel Lesiński.
|
||||||
|
|
||||||
|
This file is part of libimagequant.
|
||||||
|
|
||||||
|
libimagequant is free software: you can redistribute it and/or modify
|
||||||
|
it under the terms of the GNU General Public License as published by
|
||||||
|
the Free Software Foundation, either version 3 of the License, or
|
||||||
|
(at your option) any later version.
|
||||||
|
|
||||||
|
libimagequant is distributed in the hope that it will be useful,
|
||||||
|
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||||
|
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||||
|
GNU General Public License for more details.
|
||||||
|
|
||||||
|
You should have received a copy of the GNU General Public License
|
||||||
|
along with libimagequant. If not, see <http://www.gnu.org/licenses/>.
|
||||||
|
*/
|
||||||
|
|
||||||
#include "libimagequant.h"
|
#include "libimagequant.h"
|
||||||
#include "mempool.h"
|
#include "mempool.h"
|
||||||
|
@ -42,7 +60,7 @@ LIQ_PRIVATE void* mempool_create(mempool *mptr, const unsigned int size, unsigne
|
||||||
return mempool_alloc(mptr, size, size);
|
return mempool_alloc(mptr, size, size);
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE void* mempool_alloc(mempool *mptr, unsigned int size, unsigned int max_size)
|
LIQ_PRIVATE void* mempool_alloc(mempool *mptr, const unsigned int size, const unsigned int max_size)
|
||||||
{
|
{
|
||||||
if (((*mptr)->used+size) <= (*mptr)->size) {
|
if (((*mptr)->used+size) <= (*mptr)->size) {
|
||||||
unsigned int prevused = (*mptr)->used;
|
unsigned int prevused = (*mptr)->used;
|
||||||
|
|
|
@ -6,8 +6,8 @@
|
||||||
struct mempool;
|
struct mempool;
|
||||||
typedef struct mempool *mempool;
|
typedef struct mempool *mempool;
|
||||||
|
|
||||||
LIQ_PRIVATE void* mempool_create(mempool *mptr, unsigned int size, unsigned int capacity, void* (*malloc)(size_t), void (*free)(void*));
|
LIQ_PRIVATE void* mempool_create(mempool *mptr, const unsigned int size, unsigned int capacity, void* (*malloc)(size_t), void (*free)(void*));
|
||||||
LIQ_PRIVATE void* mempool_alloc(mempool *mptr, unsigned int size, unsigned int capacity);
|
LIQ_PRIVATE void* mempool_alloc(mempool *mptr, const unsigned int size, const unsigned int capacity);
|
||||||
LIQ_PRIVATE void mempool_destroy(mempool m);
|
LIQ_PRIVATE void mempool_destroy(mempool m);
|
||||||
|
|
||||||
#endif
|
#endif
|
||||||
|
|
|
@ -1,3 +1,21 @@
|
||||||
|
/*
|
||||||
|
© 2011-2015 by Kornel Lesiński.
|
||||||
|
|
||||||
|
This file is part of libimagequant.
|
||||||
|
|
||||||
|
libimagequant is free software: you can redistribute it and/or modify
|
||||||
|
it under the terms of the GNU General Public License as published by
|
||||||
|
the Free Software Foundation, either version 3 of the License, or
|
||||||
|
(at your option) any later version.
|
||||||
|
|
||||||
|
libimagequant is distributed in the hope that it will be useful,
|
||||||
|
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||||
|
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||||
|
GNU General Public License for more details.
|
||||||
|
|
||||||
|
You should have received a copy of the GNU General Public License
|
||||||
|
along with libimagequant. If not, see <http://www.gnu.org/licenses/>.
|
||||||
|
*/
|
||||||
|
|
||||||
#include "libimagequant.h"
|
#include "libimagequant.h"
|
||||||
#include "pam.h"
|
#include "pam.h"
|
||||||
|
@ -5,234 +23,181 @@
|
||||||
#include "mempool.h"
|
#include "mempool.h"
|
||||||
#include <stdlib.h>
|
#include <stdlib.h>
|
||||||
|
|
||||||
struct sorttmp {
|
typedef struct vp_sort_tmp {
|
||||||
float radius;
|
float distance_squared;
|
||||||
unsigned int index;
|
unsigned int idx;
|
||||||
};
|
} vp_sort_tmp;
|
||||||
|
|
||||||
struct head {
|
typedef struct vp_search_tmp {
|
||||||
// colors less than radius away from vantage_point color will have best match in candidates
|
float distance;
|
||||||
|
unsigned int idx;
|
||||||
|
int exclude;
|
||||||
|
} vp_search_tmp;
|
||||||
|
|
||||||
|
typedef struct vp_node {
|
||||||
|
struct vp_node *near, *far;
|
||||||
f_pixel vantage_point;
|
f_pixel vantage_point;
|
||||||
float radius;
|
float radius;
|
||||||
unsigned int num_candidates;
|
unsigned int idx;
|
||||||
f_pixel *candidates_color;
|
} vp_node;
|
||||||
unsigned short *candidates_index;
|
|
||||||
};
|
|
||||||
|
|
||||||
struct nearest_map {
|
struct nearest_map {
|
||||||
const colormap *map;
|
vp_node *root;
|
||||||
|
const colormap_item *palette;
|
||||||
float nearest_other_color_dist[256];
|
float nearest_other_color_dist[256];
|
||||||
mempool mempool;
|
mempool mempool;
|
||||||
struct head heads[];
|
|
||||||
};
|
};
|
||||||
|
|
||||||
static unsigned int find_slow(const f_pixel px, const colormap *map)
|
static void vp_search_node(const vp_node *node, const f_pixel *const needle, vp_search_tmp *const best_candidate);
|
||||||
{
|
|
||||||
unsigned int best=0;
|
|
||||||
float bestdiff = colordifference(px, map->palette[0].acolor);
|
|
||||||
|
|
||||||
for(unsigned int i=1; i < map->colors; i++) {
|
static int vp_compare_distance(const void *ap, const void *bp) {
|
||||||
float diff = colordifference(px, map->palette[i].acolor);
|
float a = ((const vp_sort_tmp*)ap)->distance_squared;
|
||||||
if (diff < bestdiff) {
|
float b = ((const vp_sort_tmp*)bp)->distance_squared;
|
||||||
|
return a > b ? 1 : -1;
|
||||||
|
}
|
||||||
|
|
||||||
|
static void vp_sort_indexes_by_distance(const f_pixel vantage_point, vp_sort_tmp *indexes, int num_indexes, const colormap_item items[]) {
|
||||||
|
for(int i=0; i < num_indexes; i++) {
|
||||||
|
indexes[i].distance_squared = colordifference(vantage_point, items[indexes[i].idx].acolor);
|
||||||
|
}
|
||||||
|
qsort(indexes, num_indexes, sizeof(indexes[0]), vp_compare_distance);
|
||||||
|
}
|
||||||
|
|
||||||
|
/*
|
||||||
|
* Usually it should pick farthest point, but picking most popular point seems to make search quicker anyway
|
||||||
|
*/
|
||||||
|
static int vp_find_best_vantage_point_index(vp_sort_tmp *indexes, int num_indexes, const colormap_item items[]) {
|
||||||
|
int best = 0;
|
||||||
|
float best_popularity = items[indexes[0].idx].popularity;
|
||||||
|
for(int i = 1; i < num_indexes; i++) {
|
||||||
|
if (items[indexes[i].idx].popularity > best_popularity) {
|
||||||
|
best_popularity = items[indexes[i].idx].popularity;
|
||||||
best = i;
|
best = i;
|
||||||
bestdiff = diff;
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
return best;
|
return best;
|
||||||
}
|
}
|
||||||
|
|
||||||
static float distance_from_nearest_other_color(const colormap *map, const unsigned int i)
|
static vp_node *vp_create_node(mempool *m, vp_sort_tmp *indexes, int num_indexes, const colormap_item items[]) {
|
||||||
{
|
if (num_indexes <= 0) {
|
||||||
float second_best=MAX_DIFF;
|
return NULL;
|
||||||
for(unsigned int j=0; j < map->colors; j++) {
|
|
||||||
if (i == j) continue;
|
|
||||||
float diff = colordifference(map->palette[i].acolor, map->palette[j].acolor);
|
|
||||||
if (diff <= second_best) {
|
|
||||||
second_best = diff;
|
|
||||||
}
|
|
||||||
}
|
|
||||||
return second_best;
|
|
||||||
}
|
|
||||||
|
|
||||||
static int compareradius(const void *ap, const void *bp)
|
|
||||||
{
|
|
||||||
float a = ((const struct sorttmp*)ap)->radius;
|
|
||||||
float b = ((const struct sorttmp*)bp)->radius;
|
|
||||||
return a > b ? 1 : (a < b ? -1 : 0);
|
|
||||||
}
|
|
||||||
|
|
||||||
static struct head build_head(f_pixel px, const colormap *map, unsigned int num_candidates, mempool *m, float error_margin, bool skip_index[], unsigned int *skipped)
|
|
||||||
{
|
|
||||||
struct sorttmp colors[map->colors];
|
|
||||||
unsigned int colorsused=0;
|
|
||||||
|
|
||||||
for(unsigned int i=0; i < map->colors; i++) {
|
|
||||||
if (skip_index[i]) continue; // colors in skip_index have been eliminated already in previous heads
|
|
||||||
colors[colorsused].index = i;
|
|
||||||
colors[colorsused].radius = colordifference(px, map->palette[i].acolor);
|
|
||||||
colorsused++;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
qsort(&colors, colorsused, sizeof(colors[0]), compareradius);
|
vp_node *node = mempool_alloc(m, sizeof(node[0]), 0);
|
||||||
assert(colorsused < 2 || colors[0].radius <= colors[1].radius); // closest first
|
|
||||||
|
|
||||||
num_candidates = MIN(colorsused, num_candidates);
|
if (num_indexes == 1) {
|
||||||
|
*node = (vp_node){
|
||||||
struct head h = {
|
.vantage_point = items[indexes[0].idx].acolor,
|
||||||
.candidates_color = mempool_alloc(m, num_candidates * sizeof(h.candidates_color[0]), 0),
|
.idx = indexes[0].idx,
|
||||||
.candidates_index = mempool_alloc(m, num_candidates * sizeof(h.candidates_index[0]), 0),
|
.radius = MAX_DIFF,
|
||||||
.vantage_point = px,
|
|
||||||
.num_candidates = num_candidates,
|
|
||||||
};
|
};
|
||||||
for(unsigned int i=0; i < num_candidates; i++) {
|
return node;
|
||||||
h.candidates_color[i] = map->palette[colors[i].index].acolor;
|
|
||||||
h.candidates_index[i] = colors[i].index;
|
|
||||||
}
|
}
|
||||||
// if all colors within this radius are included in candidates, then there cannot be any other better match
|
|
||||||
// farther away from the vantage point than half of the radius. Due to alpha channel must assume pessimistic radius.
|
|
||||||
h.radius = min_colordifference(px, h.candidates_color[num_candidates-1])/4.0f; // /4 = half of radius, but radius is squared
|
|
||||||
|
|
||||||
for(unsigned int i=0; i < num_candidates; i++) {
|
const int ref = vp_find_best_vantage_point_index(indexes, num_indexes, items);
|
||||||
// divide again as that's matching certain subset within radius-limited subset
|
const int ref_idx = indexes[ref].idx;
|
||||||
// - 1/256 is a tolerance for miscalculation (seems like colordifference isn't exact)
|
|
||||||
if (colors[i].radius < h.radius/4.f - error_margin) {
|
// Removes the `ref_idx` item from remaining items, because it's included in the current node
|
||||||
skip_index[colors[i].index]=true;
|
num_indexes -= 1;
|
||||||
(*skipped)++;
|
indexes[ref] = indexes[num_indexes];
|
||||||
}
|
|
||||||
}
|
vp_sort_indexes_by_distance(items[ref_idx].acolor, indexes, num_indexes, items);
|
||||||
return h;
|
|
||||||
|
// Remaining items are split by the median distance
|
||||||
|
const int half_idx = num_indexes/2;
|
||||||
|
|
||||||
|
*node = (vp_node){
|
||||||
|
.vantage_point = items[ref_idx].acolor,
|
||||||
|
.idx = ref_idx,
|
||||||
|
.radius = sqrtf(indexes[half_idx].distance_squared),
|
||||||
|
};
|
||||||
|
node->near = vp_create_node(m, indexes, half_idx, items);
|
||||||
|
node->far = vp_create_node(m, &indexes[half_idx], num_indexes - half_idx, items);
|
||||||
|
|
||||||
|
return node;
|
||||||
}
|
}
|
||||||
|
|
||||||
static colormap *get_subset_palette(const colormap *map)
|
LIQ_PRIVATE struct nearest_map *nearest_init(const colormap *map) {
|
||||||
{
|
|
||||||
if (map->subset_palette) {
|
|
||||||
return map->subset_palette;
|
|
||||||
}
|
|
||||||
|
|
||||||
unsigned int subset_size = (map->colors+3)/4;
|
|
||||||
colormap *subset_palette = pam_colormap(subset_size, map->malloc, map->free);
|
|
||||||
|
|
||||||
for(unsigned int i=0; i < subset_size; i++) {
|
|
||||||
subset_palette->palette[i] = map->palette[i];
|
|
||||||
}
|
|
||||||
|
|
||||||
return subset_palette;
|
|
||||||
}
|
|
||||||
|
|
||||||
LIQ_PRIVATE struct nearest_map *nearest_init(const colormap *map, bool fast)
|
|
||||||
{
|
|
||||||
colormap *subset_palette = get_subset_palette(map);
|
|
||||||
const unsigned int num_vantage_points = map->colors > 16 ? MIN(map->colors/4, subset_palette->colors) : 0;
|
|
||||||
const unsigned long heads_size = sizeof(struct head) * (num_vantage_points+1); // +1 is fallback head
|
|
||||||
|
|
||||||
const unsigned long mempool_size = (sizeof(f_pixel) + sizeof(unsigned int)) * subset_palette->colors * map->colors/5 + (1<<14);
|
|
||||||
mempool m = NULL;
|
mempool m = NULL;
|
||||||
struct nearest_map *centroids = mempool_create(&m, sizeof(*centroids) + heads_size /* heads array is appended to it */, mempool_size, map->malloc, map->free);
|
struct nearest_map *handle = mempool_create(&m, sizeof(handle[0]), sizeof(handle[0]) + sizeof(vp_node)*map->colors+16, map->malloc, map->free);
|
||||||
centroids->mempool = m;
|
|
||||||
|
vp_sort_tmp indexes[map->colors];
|
||||||
|
|
||||||
for(unsigned int i=0; i < map->colors; i++) {
|
for(unsigned int i=0; i < map->colors; i++) {
|
||||||
const float dist = distance_from_nearest_other_color(map,i);
|
indexes[i].idx = i;
|
||||||
centroids->nearest_other_color_dist[i] = dist / 4.f; // half of squared distance
|
|
||||||
}
|
}
|
||||||
|
|
||||||
centroids->map = map;
|
vp_node *root = vp_create_node(&m, indexes, map->colors, map->palette);
|
||||||
|
*handle = (struct nearest_map){
|
||||||
|
.root = root,
|
||||||
|
.palette = map->palette,
|
||||||
|
.mempool = m,
|
||||||
|
};
|
||||||
|
|
||||||
unsigned int skipped=0;
|
for(unsigned int i=0; i < map->colors; i++) {
|
||||||
assert(map->colors > 0);
|
vp_search_tmp best = {
|
||||||
bool skip_index[map->colors]; for(unsigned int j=0; j < map->colors; j++) skip_index[j]=false;
|
.distance = MAX_DIFF,
|
||||||
|
.exclude = i,
|
||||||
|
};
|
||||||
|
vp_search_node(root, &map->palette[i].acolor, &best);
|
||||||
|
handle->nearest_other_color_dist[i] = best.distance * best.distance / 4.0; // half of squared distance
|
||||||
|
}
|
||||||
|
|
||||||
// floats and colordifference calculations are not perfect
|
return handle;
|
||||||
const float error_margin = fast ? 0 : 8.f/256.f/256.f;
|
}
|
||||||
unsigned int h=0;
|
|
||||||
for(; h < num_vantage_points; h++) {
|
|
||||||
unsigned int num_candiadtes = 1+(map->colors - skipped)/((1+num_vantage_points-h)/2);
|
|
||||||
|
|
||||||
centroids->heads[h] = build_head(subset_palette->palette[h].acolor, map, num_candiadtes, ¢roids->mempool, error_margin, skip_index, &skipped);
|
static void vp_search_node(const vp_node *node, const f_pixel *const needle, vp_search_tmp *const best_candidate) {
|
||||||
if (centroids->heads[h].num_candidates == 0) {
|
do {
|
||||||
|
const float distance = sqrtf(colordifference(node->vantage_point, *needle));
|
||||||
|
|
||||||
|
if (distance < best_candidate->distance && best_candidate->exclude != node->idx) {
|
||||||
|
best_candidate->distance = distance;
|
||||||
|
best_candidate->idx = node->idx;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Recurse towards most likely candidate first to narrow best candidate's distance as soon as possible
|
||||||
|
if (distance < node->radius) {
|
||||||
|
if (node->near) {
|
||||||
|
vp_search_node(node->near, needle, best_candidate);
|
||||||
|
}
|
||||||
|
// The best node (final answer) may be just ouside the radius, but not farther than
|
||||||
|
// the best distance we know so far. The vp_search_node above should have narrowed
|
||||||
|
// best_candidate->distance, so this path is rarely taken.
|
||||||
|
if (node->far && distance >= node->radius - best_candidate->distance) {
|
||||||
|
node = node->far; // Fast tail recursion
|
||||||
|
} else {
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
if (node->far) {
|
||||||
|
vp_search_node(node->far, needle, best_candidate);
|
||||||
|
}
|
||||||
|
if (node->near && distance <= node->radius + best_candidate->distance) {
|
||||||
|
node = node->near; // Fast tail recursion
|
||||||
|
} else {
|
||||||
break;
|
break;
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
} while(true);
|
||||||
// assumption that there is no better color within radius of vantage point color
|
|
||||||
// holds true only for colors within convex hull formed by palette colors.
|
|
||||||
// since finding proper convex hull is more than a few lines, this
|
|
||||||
// is a cheap shot at finding just few key points.
|
|
||||||
const f_pixel extrema[] = {
|
|
||||||
{.a=0,0,0,0},
|
|
||||||
|
|
||||||
{.a=.5,0,0,0}, {.a=.5,1,0,0},
|
|
||||||
{.a=.5,0,0,1}, {.a=.5,1,0,1},
|
|
||||||
{.a=.5,0,1,0}, {.a=.5,1,1,0},
|
|
||||||
{.a=.5,0,1,1}, {.a=.5,1,1,1},
|
|
||||||
|
|
||||||
{.a=1,0,0,0}, {.a=1,1,0,0},
|
|
||||||
{.a=1,0,0,1}, {.a=1,1,0,1},
|
|
||||||
{.a=1,0,1,0}, {.a=1,1,1,0},
|
|
||||||
{.a=1,0,1,1}, {.a=1,1,1,1},
|
|
||||||
|
|
||||||
{.a=1,.5, 0, 0}, {.a=1, 0,.5, 0}, {.a=1, 0, 0, .5},
|
|
||||||
{.a=1,.5, 0, 1}, {.a=1, 0,.5, 1}, {.a=1, 0, 1, .5},
|
|
||||||
{.a=1,.5, 1, 0}, {.a=1, 1,.5, 0}, {.a=1, 1, 0, .5},
|
|
||||||
{.a=1,.5, 1, 1}, {.a=1, 1,.5, 1}, {.a=1, 1, 1, .5},
|
|
||||||
};
|
|
||||||
for(unsigned int i=0; i < sizeof(extrema)/sizeof(extrema[0]); i++) {
|
|
||||||
skip_index[find_slow(extrema[i], map)]=0;
|
|
||||||
}
|
|
||||||
|
|
||||||
centroids->heads[h] = build_head((f_pixel){0,0,0,0}, map, map->colors, ¢roids->mempool, error_margin, skip_index, &skipped);
|
|
||||||
centroids->heads[h].radius = MAX_DIFF;
|
|
||||||
|
|
||||||
// get_subset_palette could have created a copy
|
|
||||||
if (subset_palette != map->subset_palette) {
|
|
||||||
pam_freecolormap(subset_palette);
|
|
||||||
}
|
|
||||||
|
|
||||||
return centroids;
|
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE unsigned int nearest_search(const struct nearest_map *centroids, const f_pixel px, int likely_colormap_index, const float min_opaque_val, float *diff)
|
LIQ_PRIVATE unsigned int nearest_search(const struct nearest_map *handle, const f_pixel *px, const int likely_colormap_index, float *diff) {
|
||||||
{
|
const float guess_diff = colordifference(handle->palette[likely_colormap_index].acolor, *px);
|
||||||
const bool iebug = px.a > min_opaque_val;
|
if (guess_diff < handle->nearest_other_color_dist[likely_colormap_index]) {
|
||||||
|
|
||||||
const struct head *const heads = centroids->heads;
|
|
||||||
|
|
||||||
assert(likely_colormap_index < centroids->map->colors);
|
|
||||||
const float guess_diff = colordifference(centroids->map->palette[likely_colormap_index].acolor, px);
|
|
||||||
if (guess_diff < centroids->nearest_other_color_dist[likely_colormap_index]) {
|
|
||||||
if (diff) *diff = guess_diff;
|
if (diff) *diff = guess_diff;
|
||||||
return likely_colormap_index;
|
return likely_colormap_index;
|
||||||
}
|
}
|
||||||
|
|
||||||
for(unsigned int i=0; /* last head will always be selected */ ; i++) {
|
vp_search_tmp best_candidate = {
|
||||||
float vantage_point_dist = colordifference(px, heads[i].vantage_point);
|
.distance = sqrtf(guess_diff),
|
||||||
|
.idx = likely_colormap_index,
|
||||||
if (vantage_point_dist <= heads[i].radius) {
|
.exclude = -1,
|
||||||
assert(heads[i].num_candidates);
|
};
|
||||||
unsigned int ind=0;
|
vp_search_node(handle->root, px, &best_candidate);
|
||||||
float dist = colordifference(px, heads[i].candidates_color[0]);
|
if (diff) {
|
||||||
|
*diff = best_candidate.distance * best_candidate.distance;
|
||||||
/* penalty for making holes in IE */
|
|
||||||
if (iebug && heads[i].candidates_color[0].a < 1) {
|
|
||||||
dist += 1.f/1024.f;
|
|
||||||
}
|
|
||||||
|
|
||||||
for(unsigned int j=1; j < heads[i].num_candidates; j++) {
|
|
||||||
float newdist = colordifference(px, heads[i].candidates_color[j]);
|
|
||||||
|
|
||||||
/* penalty for making holes in IE */
|
|
||||||
if (iebug && heads[i].candidates_color[j].a < 1) {
|
|
||||||
newdist += 1.f/1024.f;
|
|
||||||
}
|
|
||||||
|
|
||||||
if (newdist < dist) {
|
|
||||||
dist = newdist;
|
|
||||||
ind = j;
|
|
||||||
}
|
|
||||||
}
|
|
||||||
if (diff) *diff = dist;
|
|
||||||
return heads[i].candidates_index[ind];
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
|
return best_candidate.idx;
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE void nearest_free(struct nearest_map *centroids)
|
LIQ_PRIVATE void nearest_free(struct nearest_map *centroids)
|
||||||
|
|
|
@ -3,6 +3,6 @@
|
||||||
// pngquant
|
// pngquant
|
||||||
//
|
//
|
||||||
struct nearest_map;
|
struct nearest_map;
|
||||||
LIQ_PRIVATE struct nearest_map *nearest_init(const colormap *palette, const bool fast);
|
LIQ_PRIVATE struct nearest_map *nearest_init(const colormap *palette);
|
||||||
LIQ_PRIVATE unsigned int nearest_search(const struct nearest_map *map, const f_pixel px, const int palette_index_guess, const float min_opaque, float *diff);
|
LIQ_PRIVATE unsigned int nearest_search(const struct nearest_map *map, const f_pixel *px, const int palette_index_guess, float *diff);
|
||||||
LIQ_PRIVATE void nearest_free(struct nearest_map *map);
|
LIQ_PRIVATE void nearest_free(struct nearest_map *map);
|
||||||
|
|
|
@ -3,7 +3,7 @@
|
||||||
** Copyright (C) 1989, 1991 by Jef Poskanzer.
|
** Copyright (C) 1989, 1991 by Jef Poskanzer.
|
||||||
** Copyright (C) 1997, 2000, 2002 by Greg Roelofs; based on an idea by
|
** Copyright (C) 1997, 2000, 2002 by Greg Roelofs; based on an idea by
|
||||||
** Stefan Schneider.
|
** Stefan Schneider.
|
||||||
** © 2009-2013 by Kornel Lesinski.
|
** © 2009-2016 by Kornel Lesinski.
|
||||||
**
|
**
|
||||||
** Permission to use, copy, modify, and distribute this software and its
|
** Permission to use, copy, modify, and distribute this software and its
|
||||||
** documentation for any purpose and without fee is hereby granted, provided
|
** documentation for any purpose and without fee is hereby granted, provided
|
||||||
|
@ -22,20 +22,14 @@
|
||||||
|
|
||||||
LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba_pixel *const pixels[], unsigned int cols, unsigned int rows, const unsigned char *importance_map)
|
LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba_pixel *const pixels[], unsigned int cols, unsigned int rows, const unsigned char *importance_map)
|
||||||
{
|
{
|
||||||
const unsigned int maxacolors = acht->maxcolors, ignorebits = acht->ignorebits;
|
const unsigned int ignorebits = acht->ignorebits;
|
||||||
const unsigned int channel_mask = 255U>>ignorebits<<ignorebits;
|
const unsigned int channel_mask = 255U>>ignorebits<<ignorebits;
|
||||||
const unsigned int channel_hmask = (255U>>ignorebits) ^ 0xFFU;
|
const unsigned int channel_hmask = (255U>>ignorebits) ^ 0xFFU;
|
||||||
const unsigned int posterize_mask = channel_mask << 24 | channel_mask << 16 | channel_mask << 8 | channel_mask;
|
const unsigned int posterize_mask = channel_mask << 24 | channel_mask << 16 | channel_mask << 8 | channel_mask;
|
||||||
const unsigned int posterize_high_mask = channel_hmask << 24 | channel_hmask << 16 | channel_hmask << 8 | channel_hmask;
|
const unsigned int posterize_high_mask = channel_hmask << 24 | channel_hmask << 16 | channel_hmask << 8 | channel_hmask;
|
||||||
struct acolorhist_arr_head *const buckets = acht->buckets;
|
|
||||||
|
|
||||||
unsigned int colors = acht->colors;
|
|
||||||
const unsigned int hash_size = acht->hash_size;
|
const unsigned int hash_size = acht->hash_size;
|
||||||
|
|
||||||
const unsigned int stacksize = sizeof(acht->freestack)/sizeof(acht->freestack[0]);
|
|
||||||
struct acolorhist_arr_item **freestack = acht->freestack;
|
|
||||||
unsigned int freestackp=acht->freestackp;
|
|
||||||
|
|
||||||
/* Go through the entire image, building a hash table of colors. */
|
/* Go through the entire image, building a hash table of colors. */
|
||||||
for(unsigned int row = 0; row < rows; ++row) {
|
for(unsigned int row = 0; row < rows; ++row) {
|
||||||
|
|
||||||
|
@ -51,6 +45,7 @@ LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba
|
||||||
if (!px.rgba.a) {
|
if (!px.rgba.a) {
|
||||||
// "dirty alpha" has different RGBA values that end up being the same fully transparent color
|
// "dirty alpha" has different RGBA values that end up being the same fully transparent color
|
||||||
px.l=0; hash=0;
|
px.l=0; hash=0;
|
||||||
|
boost = 10;
|
||||||
} else {
|
} else {
|
||||||
// mask posterizes all 4 channels in one go
|
// mask posterizes all 4 channels in one go
|
||||||
px.l = (px.l & posterize_mask) | ((px.l & posterize_high_mask) >> (8-ignorebits));
|
px.l = (px.l & posterize_mask) | ((px.l & posterize_high_mask) >> (8-ignorebits));
|
||||||
|
@ -58,19 +53,32 @@ LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba
|
||||||
hash = px.l % hash_size;
|
hash = px.l % hash_size;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
if (!pam_add_to_hash(acht, hash, boost, px, row, rows)) {
|
||||||
|
return false;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
||||||
|
acht->cols = cols;
|
||||||
|
acht->rows += rows;
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
LIQ_PRIVATE bool pam_add_to_hash(struct acolorhash_table *acht, unsigned int hash, float boost, union rgba_as_int px, unsigned int row, unsigned int rows)
|
||||||
|
{
|
||||||
/* head of the hash function stores first 2 colors inline (achl->used = 1..2),
|
/* head of the hash function stores first 2 colors inline (achl->used = 1..2),
|
||||||
to reduce number of allocations of achl->other_items.
|
to reduce number of allocations of achl->other_items.
|
||||||
*/
|
*/
|
||||||
struct acolorhist_arr_head *achl = &buckets[hash];
|
struct acolorhist_arr_head *achl = &acht->buckets[hash];
|
||||||
if (achl->inline1.color.l == px.l && achl->used) {
|
if (achl->inline1.color.l == px.l && achl->used) {
|
||||||
achl->inline1.perceptual_weight += boost;
|
achl->inline1.perceptual_weight += boost;
|
||||||
continue;
|
return true;
|
||||||
}
|
}
|
||||||
if (achl->used) {
|
if (achl->used) {
|
||||||
if (achl->used > 1) {
|
if (achl->used > 1) {
|
||||||
if (achl->inline2.color.l == px.l) {
|
if (achl->inline2.color.l == px.l) {
|
||||||
achl->inline2.perceptual_weight += boost;
|
achl->inline2.perceptual_weight += boost;
|
||||||
continue;
|
return true;
|
||||||
}
|
}
|
||||||
// other items are stored as an array (which gets reallocated if needed)
|
// other items are stored as an array (which gets reallocated if needed)
|
||||||
struct acolorhist_arr_item *other_items = achl->other_items;
|
struct acolorhist_arr_item *other_items = achl->other_items;
|
||||||
|
@ -78,7 +86,7 @@ LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba
|
||||||
for (; i < achl->used-2; i++) {
|
for (; i < achl->used-2; i++) {
|
||||||
if (other_items[i].color.l == px.l) {
|
if (other_items[i].color.l == px.l) {
|
||||||
other_items[i].perceptual_weight += boost;
|
other_items[i].perceptual_weight += boost;
|
||||||
goto continue_outer_loop;
|
return true;
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
@ -89,13 +97,11 @@ LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba
|
||||||
.perceptual_weight = boost,
|
.perceptual_weight = boost,
|
||||||
};
|
};
|
||||||
achl->used++;
|
achl->used++;
|
||||||
++colors;
|
++acht->colors;
|
||||||
continue;
|
return true;
|
||||||
}
|
}
|
||||||
|
|
||||||
if (++colors > maxacolors) {
|
if (++acht->colors > acht->maxcolors) {
|
||||||
acht->colors = colors;
|
|
||||||
acht->freestackp = freestackp;
|
|
||||||
return false;
|
return false;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
@ -103,22 +109,24 @@ LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba
|
||||||
unsigned int capacity;
|
unsigned int capacity;
|
||||||
if (!other_items) { // there was no array previously, alloc "small" array
|
if (!other_items) { // there was no array previously, alloc "small" array
|
||||||
capacity = 8;
|
capacity = 8;
|
||||||
if (freestackp <= 0) {
|
if (acht->freestackp <= 0) {
|
||||||
// estimate how many colors are going to be + headroom
|
// estimate how many colors are going to be + headroom
|
||||||
const int mempool_size = ((acht->rows + rows-row) * 2 * colors / (acht->rows + row + 1) + 1024) * sizeof(struct acolorhist_arr_item);
|
const size_t mempool_size = ((acht->rows + rows-row) * 2 * acht->colors / (acht->rows + row + 1) + 1024) * sizeof(struct acolorhist_arr_item);
|
||||||
new_items = mempool_alloc(&acht->mempool, sizeof(struct acolorhist_arr_item)*capacity, mempool_size);
|
new_items = mempool_alloc(&acht->mempool, sizeof(struct acolorhist_arr_item)*capacity, mempool_size);
|
||||||
} else {
|
} else {
|
||||||
// freestack stores previously freed (reallocated) arrays that can be reused
|
// freestack stores previously freed (reallocated) arrays that can be reused
|
||||||
// (all pesimistically assumed to be capacity = 8)
|
// (all pesimistically assumed to be capacity = 8)
|
||||||
new_items = freestack[--freestackp];
|
new_items = acht->freestack[--acht->freestackp];
|
||||||
}
|
}
|
||||||
} else {
|
} else {
|
||||||
|
const unsigned int stacksize = sizeof(acht->freestack)/sizeof(acht->freestack[0]);
|
||||||
|
|
||||||
// simply reallocs and copies array to larger capacity
|
// simply reallocs and copies array to larger capacity
|
||||||
capacity = achl->capacity*2 + 16;
|
capacity = achl->capacity*2 + 16;
|
||||||
if (freestackp < stacksize-1) {
|
if (acht->freestackp < stacksize-1) {
|
||||||
freestack[freestackp++] = other_items;
|
acht->freestack[acht->freestackp++] = other_items;
|
||||||
}
|
}
|
||||||
const int mempool_size = ((acht->rows + rows-row) * 2 * colors / (acht->rows + row + 1) + 32*capacity) * sizeof(struct acolorhist_arr_item);
|
const size_t mempool_size = ((acht->rows + rows-row) * 2 * acht->colors / (acht->rows + row + 1) + 32*capacity) * sizeof(struct acolorhist_arr_item);
|
||||||
new_items = mempool_alloc(&acht->mempool, sizeof(struct acolorhist_arr_item)*capacity, mempool_size);
|
new_items = mempool_alloc(&acht->mempool, sizeof(struct acolorhist_arr_item)*capacity, mempool_size);
|
||||||
if (!new_items) return false;
|
if (!new_items) return false;
|
||||||
memcpy(new_items, other_items, sizeof(other_items[0])*achl->capacity);
|
memcpy(new_items, other_items, sizeof(other_items[0])*achl->capacity);
|
||||||
|
@ -136,34 +144,25 @@ LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba
|
||||||
achl->inline2.color.l = px.l;
|
achl->inline2.color.l = px.l;
|
||||||
achl->inline2.perceptual_weight = boost;
|
achl->inline2.perceptual_weight = boost;
|
||||||
achl->used = 2;
|
achl->used = 2;
|
||||||
++colors;
|
++acht->colors;
|
||||||
}
|
}
|
||||||
} else {
|
} else {
|
||||||
achl->inline1.color.l = px.l;
|
achl->inline1.color.l = px.l;
|
||||||
achl->inline1.perceptual_weight = boost;
|
achl->inline1.perceptual_weight = boost;
|
||||||
achl->used = 1;
|
achl->used = 1;
|
||||||
++colors;
|
++acht->colors;
|
||||||
}
|
}
|
||||||
|
|
||||||
continue_outer_loop:;
|
|
||||||
}
|
|
||||||
|
|
||||||
}
|
|
||||||
acht->colors = colors;
|
|
||||||
acht->cols = cols;
|
|
||||||
acht->rows += rows;
|
|
||||||
acht->freestackp = freestackp;
|
|
||||||
return true;
|
return true;
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE struct acolorhash_table *pam_allocacolorhash(unsigned int maxcolors, unsigned int surface, unsigned int ignorebits, void* (*malloc)(size_t), void (*free)(void*))
|
LIQ_PRIVATE struct acolorhash_table *pam_allocacolorhash(unsigned int maxcolors, unsigned int surface, unsigned int ignorebits, void* (*malloc)(size_t), void (*free)(void*))
|
||||||
{
|
{
|
||||||
const unsigned int estimated_colors = MIN(maxcolors, surface/(ignorebits + (surface > 512*512 ? 5 : 4)));
|
const size_t estimated_colors = MIN(maxcolors, surface/(ignorebits + (surface > 512*512 ? 6 : 5)));
|
||||||
const unsigned int hash_size = estimated_colors < 66000 ? 6673 : (estimated_colors < 200000 ? 12011 : 24019);
|
const size_t hash_size = estimated_colors < 66000 ? 6673 : (estimated_colors < 200000 ? 12011 : 24019);
|
||||||
|
|
||||||
mempool m = NULL;
|
mempool m = NULL;
|
||||||
const unsigned int buckets_size = hash_size * sizeof(struct acolorhist_arr_head);
|
const size_t buckets_size = hash_size * sizeof(struct acolorhist_arr_head);
|
||||||
const unsigned int mempool_size = sizeof(struct acolorhash_table) + buckets_size + estimated_colors * sizeof(struct acolorhist_arr_item);
|
const size_t mempool_size = sizeof(struct acolorhash_table) + buckets_size + estimated_colors * sizeof(struct acolorhist_arr_item);
|
||||||
struct acolorhash_table *t = mempool_create(&m, sizeof(*t) + buckets_size, mempool_size, malloc, free);
|
struct acolorhash_table *t = mempool_create(&m, sizeof(*t) + buckets_size, mempool_size, malloc, free);
|
||||||
if (!t) return NULL;
|
if (!t) return NULL;
|
||||||
*t = (struct acolorhash_table){
|
*t = (struct acolorhash_table){
|
||||||
|
@ -172,14 +171,16 @@ LIQ_PRIVATE struct acolorhash_table *pam_allocacolorhash(unsigned int maxcolors,
|
||||||
.maxcolors = maxcolors,
|
.maxcolors = maxcolors,
|
||||||
.ignorebits = ignorebits,
|
.ignorebits = ignorebits,
|
||||||
};
|
};
|
||||||
memset(t->buckets, 0, hash_size * sizeof(struct acolorhist_arr_head));
|
memset(t->buckets, 0, buckets_size);
|
||||||
return t;
|
return t;
|
||||||
}
|
}
|
||||||
|
|
||||||
#define PAM_ADD_TO_HIST(entry) { \
|
ALWAYS_INLINE static float pam_add_to_hist(const float *gamma_lut, hist_item *achv, unsigned int j, const struct acolorhist_arr_item *entry, const float max_perceptual_weight)
|
||||||
hist->achv[j].acolor = to_f(gamma_lut, entry.color.rgba); \
|
{
|
||||||
total_weight += hist->achv[j].adjusted_weight = hist->achv[j].perceptual_weight = MIN(entry.perceptual_weight, max_perceptual_weight); \
|
achv[j].acolor = rgba_to_f(gamma_lut, entry->color.rgba);
|
||||||
++j; \
|
const float w = MIN(entry->perceptual_weight, max_perceptual_weight);
|
||||||
|
achv[j].adjusted_weight = achv[j].perceptual_weight = w;
|
||||||
|
return w;
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table *acht, const double gamma, void* (*malloc)(size_t), void (*free)(void*))
|
LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table *acht, const double gamma, void* (*malloc)(size_t), void (*free)(void*))
|
||||||
|
@ -187,7 +188,7 @@ LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table
|
||||||
histogram *hist = malloc(sizeof(hist[0]));
|
histogram *hist = malloc(sizeof(hist[0]));
|
||||||
if (!hist || !acht) return NULL;
|
if (!hist || !acht) return NULL;
|
||||||
*hist = (histogram){
|
*hist = (histogram){
|
||||||
.achv = malloc(acht->colors * sizeof(hist->achv[0])),
|
.achv = malloc(MAX(1,acht->colors) * sizeof(hist->achv[0])),
|
||||||
.size = acht->colors,
|
.size = acht->colors,
|
||||||
.free = free,
|
.free = free,
|
||||||
.ignorebits = acht->ignorebits,
|
.ignorebits = acht->ignorebits,
|
||||||
|
@ -205,13 +206,13 @@ LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table
|
||||||
for(unsigned int j=0, i=0; i < acht->hash_size; ++i) {
|
for(unsigned int j=0, i=0; i < acht->hash_size; ++i) {
|
||||||
const struct acolorhist_arr_head *const achl = &acht->buckets[i];
|
const struct acolorhist_arr_head *const achl = &acht->buckets[i];
|
||||||
if (achl->used) {
|
if (achl->used) {
|
||||||
PAM_ADD_TO_HIST(achl->inline1);
|
total_weight += pam_add_to_hist(gamma_lut, hist->achv, j++, &achl->inline1, max_perceptual_weight);
|
||||||
|
|
||||||
if (achl->used > 1) {
|
if (achl->used > 1) {
|
||||||
PAM_ADD_TO_HIST(achl->inline2);
|
total_weight += pam_add_to_hist(gamma_lut, hist->achv, j++, &achl->inline2, max_perceptual_weight);
|
||||||
|
|
||||||
for(unsigned int k=0; k < achl->used-2; k++) {
|
for(unsigned int k=0; k < achl->used-2; k++) {
|
||||||
PAM_ADD_TO_HIST(achl->other_items[k]);
|
total_weight += pam_add_to_hist(gamma_lut, hist->achv, j++, &achl->other_items[k], max_perceptual_weight);
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
@ -224,7 +225,9 @@ LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table
|
||||||
|
|
||||||
LIQ_PRIVATE void pam_freeacolorhash(struct acolorhash_table *acht)
|
LIQ_PRIVATE void pam_freeacolorhash(struct acolorhash_table *acht)
|
||||||
{
|
{
|
||||||
|
if (acht) {
|
||||||
mempool_destroy(acht->mempool);
|
mempool_destroy(acht->mempool);
|
||||||
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE void pam_freeacolorhist(histogram *hist)
|
LIQ_PRIVATE void pam_freeacolorhist(histogram *hist)
|
||||||
|
@ -244,7 +247,6 @@ LIQ_PRIVATE colormap *pam_colormap(unsigned int colors, void* (*malloc)(size_t),
|
||||||
*map = (colormap){
|
*map = (colormap){
|
||||||
.malloc = malloc,
|
.malloc = malloc,
|
||||||
.free = free,
|
.free = free,
|
||||||
.subset_palette = NULL,
|
|
||||||
.colors = colors,
|
.colors = colors,
|
||||||
};
|
};
|
||||||
memset(map->palette, 0, colors_size);
|
memset(map->palette, 0, colors_size);
|
||||||
|
@ -257,15 +259,11 @@ LIQ_PRIVATE colormap *pam_duplicate_colormap(colormap *map)
|
||||||
for(unsigned int i=0; i < map->colors; i++) {
|
for(unsigned int i=0; i < map->colors; i++) {
|
||||||
dupe->palette[i] = map->palette[i];
|
dupe->palette[i] = map->palette[i];
|
||||||
}
|
}
|
||||||
if (map->subset_palette) {
|
|
||||||
dupe->subset_palette = pam_duplicate_colormap(map->subset_palette);
|
|
||||||
}
|
|
||||||
return dupe;
|
return dupe;
|
||||||
}
|
}
|
||||||
|
|
||||||
LIQ_PRIVATE void pam_freecolormap(colormap *c)
|
LIQ_PRIVATE void pam_freecolormap(colormap *c)
|
||||||
{
|
{
|
||||||
if (c->subset_palette) pam_freecolormap(c->subset_palette);
|
|
||||||
c->free(c);
|
c->free(c);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
|
@ -29,7 +29,7 @@
|
||||||
#define MAX_DIFF 1e20
|
#define MAX_DIFF 1e20
|
||||||
|
|
||||||
#ifndef USE_SSE
|
#ifndef USE_SSE
|
||||||
# if defined(__SSE__) && (defined(WIN32) || defined(__WIN32__))
|
# if defined(__SSE__) && (defined(__amd64__) || defined(__X86_64__) || defined(_WIN64) || defined(WIN32) || defined(__WIN32__))
|
||||||
# define USE_SSE 1
|
# define USE_SSE 1
|
||||||
# else
|
# else
|
||||||
# define USE_SSE 0
|
# define USE_SSE 0
|
||||||
|
@ -43,9 +43,20 @@
|
||||||
# define SSE_ALIGN
|
# define SSE_ALIGN
|
||||||
# else
|
# else
|
||||||
# define SSE_ALIGN __attribute__ ((aligned (16)))
|
# define SSE_ALIGN __attribute__ ((aligned (16)))
|
||||||
|
# if defined(__i386__) && defined(__PIC__)
|
||||||
|
# define cpuid(func,ax,bx,cx,dx)\
|
||||||
|
__asm__ __volatile__ ( \
|
||||||
|
"push %%ebx\n" \
|
||||||
|
"cpuid\n" \
|
||||||
|
"mov %%ebx, %1\n" \
|
||||||
|
"pop %%ebx\n" \
|
||||||
|
: "=a" (ax), "=r" (bx), "=c" (cx), "=d" (dx) \
|
||||||
|
: "a" (func));
|
||||||
|
# else
|
||||||
# define cpuid(func,ax,bx,cx,dx)\
|
# define cpuid(func,ax,bx,cx,dx)\
|
||||||
__asm__ __volatile__ ("cpuid":\
|
__asm__ __volatile__ ("cpuid":\
|
||||||
"=a" (ax), "=b" (bx), "=c" (cx), "=d" (dx) : "a" (func));
|
"=a" (ax), "=b" (bx), "=c" (cx), "=d" (dx) : "a" (func));
|
||||||
|
# endif
|
||||||
#endif
|
#endif
|
||||||
#else
|
#else
|
||||||
# define SSE_ALIGN
|
# define SSE_ALIGN
|
||||||
|
@ -82,8 +93,8 @@ LIQ_PRIVATE void to_f_set_gamma(float gamma_lut[], const double gamma);
|
||||||
Converts 8-bit color to internal gamma and premultiplied alpha.
|
Converts 8-bit color to internal gamma and premultiplied alpha.
|
||||||
(premultiplied color space is much better for blending of semitransparent colors)
|
(premultiplied color space is much better for blending of semitransparent colors)
|
||||||
*/
|
*/
|
||||||
ALWAYS_INLINE static f_pixel to_f(const float gamma_lut[], const rgba_pixel px);
|
ALWAYS_INLINE static f_pixel rgba_to_f(const float gamma_lut[], const rgba_pixel px);
|
||||||
inline static f_pixel to_f(const float gamma_lut[], const rgba_pixel px)
|
inline static f_pixel rgba_to_f(const float gamma_lut[], const rgba_pixel px)
|
||||||
{
|
{
|
||||||
float a = px.a/255.f;
|
float a = px.a/255.f;
|
||||||
|
|
||||||
|
@ -95,7 +106,7 @@ inline static f_pixel to_f(const float gamma_lut[], const rgba_pixel px)
|
||||||
};
|
};
|
||||||
}
|
}
|
||||||
|
|
||||||
inline static rgba_pixel to_rgb(const float gamma, const f_pixel px)
|
inline static rgba_pixel f_to_rgb(const float gamma, const f_pixel px)
|
||||||
{
|
{
|
||||||
if (px.a < 1.f/256.f) {
|
if (px.a < 1.f/256.f) {
|
||||||
return (rgba_pixel){0,0,0,0};
|
return (rgba_pixel){0,0,0,0};
|
||||||
|
@ -130,7 +141,7 @@ inline static double colordifference_ch(const double x, const double y, const do
|
||||||
// maximum of channel blended on white, and blended on black
|
// maximum of channel blended on white, and blended on black
|
||||||
// premultiplied alpha and backgrounds 0/1 shorten the formula
|
// premultiplied alpha and backgrounds 0/1 shorten the formula
|
||||||
const double black = x-y, white = black+alphas;
|
const double black = x-y, white = black+alphas;
|
||||||
return black*black + white*white;
|
return MAX(black*black, white*white);
|
||||||
}
|
}
|
||||||
|
|
||||||
ALWAYS_INLINE static float colordifference_stdc(const f_pixel px, const f_pixel py);
|
ALWAYS_INLINE static float colordifference_stdc(const f_pixel px, const f_pixel py);
|
||||||
|
@ -155,23 +166,6 @@ inline static float colordifference_stdc(const f_pixel px, const f_pixel py)
|
||||||
colordifference_ch(px.b, py.b, alphas);
|
colordifference_ch(px.b, py.b, alphas);
|
||||||
}
|
}
|
||||||
|
|
||||||
ALWAYS_INLINE static double min_colordifference_ch(const double x, const double y, const double alphas);
|
|
||||||
inline static double min_colordifference_ch(const double x, const double y, const double alphas)
|
|
||||||
{
|
|
||||||
const double black = x-y, white = black+alphas;
|
|
||||||
return MIN(black*black , white*white) * 2.f;
|
|
||||||
}
|
|
||||||
|
|
||||||
/* least possible difference between colors (difference varies depending on background they're blended on) */
|
|
||||||
ALWAYS_INLINE static float min_colordifference(const f_pixel px, const f_pixel py);
|
|
||||||
inline static float min_colordifference(const f_pixel px, const f_pixel py)
|
|
||||||
{
|
|
||||||
const double alphas = py.a-px.a;
|
|
||||||
return min_colordifference_ch(px.r, py.r, alphas) +
|
|
||||||
min_colordifference_ch(px.g, py.g, alphas) +
|
|
||||||
min_colordifference_ch(px.b, py.b, alphas);
|
|
||||||
}
|
|
||||||
|
|
||||||
ALWAYS_INLINE static float colordifference(f_pixel px, f_pixel py);
|
ALWAYS_INLINE static float colordifference(f_pixel px, f_pixel py);
|
||||||
inline static float colordifference(f_pixel px, f_pixel py)
|
inline static float colordifference(f_pixel px, f_pixel py)
|
||||||
{
|
{
|
||||||
|
@ -188,7 +182,7 @@ inline static float colordifference(f_pixel px, f_pixel py)
|
||||||
|
|
||||||
onblack = _mm_mul_ps(onblack, onblack);
|
onblack = _mm_mul_ps(onblack, onblack);
|
||||||
onwhite = _mm_mul_ps(onwhite, onwhite);
|
onwhite = _mm_mul_ps(onwhite, onwhite);
|
||||||
const __m128 max = _mm_add_ps(onwhite, onblack);
|
const __m128 max = _mm_max_ps(onwhite, onblack);
|
||||||
|
|
||||||
// add rgb, not a
|
// add rgb, not a
|
||||||
const __m128 maxhl = _mm_movehl_ps(max, max);
|
const __m128 maxhl = _mm_movehl_ps(max, max);
|
||||||
|
@ -232,13 +226,13 @@ typedef struct {
|
||||||
typedef struct {
|
typedef struct {
|
||||||
f_pixel acolor;
|
f_pixel acolor;
|
||||||
float popularity;
|
float popularity;
|
||||||
|
bool fixed; // if true it's user-supplied and must not be changed (e.g in K-Means iteration)
|
||||||
} colormap_item;
|
} colormap_item;
|
||||||
|
|
||||||
typedef struct colormap {
|
typedef struct colormap {
|
||||||
unsigned int colors;
|
unsigned int colors;
|
||||||
void* (*malloc)(size_t);
|
void* (*malloc)(size_t);
|
||||||
void (*free)(void*);
|
void (*free)(void*);
|
||||||
struct colormap *subset_palette;
|
|
||||||
colormap_item palette[];
|
colormap_item palette[];
|
||||||
} colormap;
|
} colormap;
|
||||||
|
|
||||||
|
@ -248,11 +242,8 @@ struct acolorhist_arr_item {
|
||||||
};
|
};
|
||||||
|
|
||||||
struct acolorhist_arr_head {
|
struct acolorhist_arr_head {
|
||||||
|
struct acolorhist_arr_item inline1, inline2;
|
||||||
unsigned int used, capacity;
|
unsigned int used, capacity;
|
||||||
struct {
|
|
||||||
union rgba_as_int color;
|
|
||||||
float perceptual_weight;
|
|
||||||
} inline1, inline2;
|
|
||||||
struct acolorhist_arr_item *other_items;
|
struct acolorhist_arr_item *other_items;
|
||||||
};
|
};
|
||||||
|
|
||||||
|
@ -269,6 +260,7 @@ LIQ_PRIVATE void pam_freeacolorhash(struct acolorhash_table *acht);
|
||||||
LIQ_PRIVATE struct acolorhash_table *pam_allocacolorhash(unsigned int maxcolors, unsigned int surface, unsigned int ignorebits, void* (*malloc)(size_t), void (*free)(void*));
|
LIQ_PRIVATE struct acolorhash_table *pam_allocacolorhash(unsigned int maxcolors, unsigned int surface, unsigned int ignorebits, void* (*malloc)(size_t), void (*free)(void*));
|
||||||
LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table *acht, const double gamma, void* (*malloc)(size_t), void (*free)(void*));
|
LIQ_PRIVATE histogram *pam_acolorhashtoacolorhist(const struct acolorhash_table *acht, const double gamma, void* (*malloc)(size_t), void (*free)(void*));
|
||||||
LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba_pixel *const pixels[], unsigned int cols, unsigned int rows, const unsigned char *importance_map);
|
LIQ_PRIVATE bool pam_computeacolorhash(struct acolorhash_table *acht, const rgba_pixel *const pixels[], unsigned int cols, unsigned int rows, const unsigned char *importance_map);
|
||||||
|
LIQ_PRIVATE bool pam_add_to_hash(struct acolorhash_table *acht, unsigned int hash, float boost, union rgba_as_int px, unsigned int row, unsigned int rows);
|
||||||
|
|
||||||
LIQ_PRIVATE void pam_freeacolorhist(histogram *h);
|
LIQ_PRIVATE void pam_freeacolorhist(histogram *h);
|
||||||
|
|
||||||
|
|
|
@ -0,0 +1,87 @@
|
||||||
|
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||||
|
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
|
||||||
|
<modelVersion>4.0.0</modelVersion>
|
||||||
|
<groupId>org.pngquant</groupId>
|
||||||
|
<artifactId>libimagequant</artifactId>
|
||||||
|
<packaging>jar</packaging>
|
||||||
|
<version>2.1.1</version>
|
||||||
|
<name>pngquant</name>
|
||||||
|
<url>http://pngquant.org</url>
|
||||||
|
<build>
|
||||||
|
<sourceDirectory>.</sourceDirectory>
|
||||||
|
<plugins>
|
||||||
|
<plugin>
|
||||||
|
<groupId>org.codehaus.mojo</groupId>
|
||||||
|
<artifactId>exec-maven-plugin</artifactId>
|
||||||
|
<version>1.1</version>
|
||||||
|
<executions>
|
||||||
|
<execution>
|
||||||
|
<id>build</id>
|
||||||
|
<phase>compile</phase>
|
||||||
|
<goals><goal>exec</goal></goals>
|
||||||
|
<configuration>
|
||||||
|
<executable>make</executable>
|
||||||
|
<arguments>
|
||||||
|
<argument>-j8</argument>
|
||||||
|
<argument>USE_SSE=1</argument>
|
||||||
|
<argument>java</argument>
|
||||||
|
</arguments>
|
||||||
|
</configuration>
|
||||||
|
</execution>
|
||||||
|
<execution>
|
||||||
|
<id>clean</id>
|
||||||
|
<phase>clean</phase>
|
||||||
|
<goals><goal>exec</goal></goals>
|
||||||
|
<configuration>
|
||||||
|
<executable>make</executable>
|
||||||
|
<arguments>
|
||||||
|
<argument>clean</argument>
|
||||||
|
</arguments>
|
||||||
|
</configuration>
|
||||||
|
</execution>
|
||||||
|
</executions>
|
||||||
|
</plugin>
|
||||||
|
</plugins>
|
||||||
|
</build>
|
||||||
|
<profiles>
|
||||||
|
<profile>
|
||||||
|
<id>mac-x64</id>
|
||||||
|
<activation>
|
||||||
|
<os>
|
||||||
|
<family>Mac</family>
|
||||||
|
<arch>x64</arch>
|
||||||
|
</os>
|
||||||
|
</activation>
|
||||||
|
<dependencies>
|
||||||
|
<dependency>
|
||||||
|
<groupId>org.pngquant</groupId>
|
||||||
|
<artifactId>libimagequant-jni</artifactId>
|
||||||
|
<version>1</version>
|
||||||
|
<type>jnilib</type>
|
||||||
|
<classifier>mac-x64</classifier>
|
||||||
|
</dependency>
|
||||||
|
</dependencies>
|
||||||
|
</profile>
|
||||||
|
<profile>
|
||||||
|
<id>linux-x64</id>
|
||||||
|
<activation>
|
||||||
|
<os>
|
||||||
|
<family>unix</family>
|
||||||
|
<name>Linux</name>
|
||||||
|
<arch>x64</arch>
|
||||||
|
</os>
|
||||||
|
</activation>
|
||||||
|
<dependencies>
|
||||||
|
<dependency>
|
||||||
|
<groupId>org.pngquant</groupId>
|
||||||
|
<artifactId>libimagequant-jni</artifactId>
|
||||||
|
<type>so</type>
|
||||||
|
<version>1</version>
|
||||||
|
<classifier>linux-x64</classifier>
|
||||||
|
</dependency>
|
||||||
|
</dependencies>
|
||||||
|
</profile>
|
||||||
|
</profiles>
|
||||||
|
<dependencies>
|
||||||
|
</dependencies>
|
||||||
|
</project>
|
|
@ -1,89 +0,0 @@
|
||||||
|
|
||||||
#include "libimagequant.h"
|
|
||||||
#include "pam.h"
|
|
||||||
#include "viter.h"
|
|
||||||
#include "nearest.h"
|
|
||||||
#include <stdlib.h>
|
|
||||||
#include <string.h>
|
|
||||||
|
|
||||||
#ifdef _OPENMP
|
|
||||||
#include <omp.h>
|
|
||||||
#else
|
|
||||||
#define omp_get_max_threads() 1
|
|
||||||
#define omp_get_thread_num() 0
|
|
||||||
#endif
|
|
||||||
|
|
||||||
/*
|
|
||||||
* Voronoi iteration: new palette color is computed from weighted average of colors that map to that palette entry.
|
|
||||||
*/
|
|
||||||
LIQ_PRIVATE void viter_init(const colormap *map, const unsigned int max_threads, viter_state average_color[])
|
|
||||||
{
|
|
||||||
memset(average_color, 0, sizeof(average_color[0])*(VITER_CACHE_LINE_GAP+map->colors)*max_threads);
|
|
||||||
}
|
|
||||||
|
|
||||||
LIQ_PRIVATE void viter_update_color(const f_pixel acolor, const float value, const colormap *map, unsigned int match, const unsigned int thread, viter_state average_color[])
|
|
||||||
{
|
|
||||||
match += thread * (VITER_CACHE_LINE_GAP+map->colors);
|
|
||||||
average_color[match].a += acolor.a * value;
|
|
||||||
average_color[match].r += acolor.r * value;
|
|
||||||
average_color[match].g += acolor.g * value;
|
|
||||||
average_color[match].b += acolor.b * value;
|
|
||||||
average_color[match].total += value;
|
|
||||||
}
|
|
||||||
|
|
||||||
LIQ_PRIVATE void viter_finalize(colormap *map, const unsigned int max_threads, const viter_state average_color[])
|
|
||||||
{
|
|
||||||
for (unsigned int i=0; i < map->colors; i++) {
|
|
||||||
double a=0, r=0, g=0, b=0, total=0;
|
|
||||||
|
|
||||||
// Aggregate results from all threads
|
|
||||||
for(unsigned int t=0; t < max_threads; t++) {
|
|
||||||
const unsigned int offset = (VITER_CACHE_LINE_GAP+map->colors) * t + i;
|
|
||||||
|
|
||||||
a += average_color[offset].a;
|
|
||||||
r += average_color[offset].r;
|
|
||||||
g += average_color[offset].g;
|
|
||||||
b += average_color[offset].b;
|
|
||||||
total += average_color[offset].total;
|
|
||||||
}
|
|
||||||
|
|
||||||
if (total) {
|
|
||||||
map->palette[i].acolor = (f_pixel){
|
|
||||||
.a = a / total,
|
|
||||||
.r = r / total,
|
|
||||||
.g = g / total,
|
|
||||||
.b = b / total,
|
|
||||||
};
|
|
||||||
}
|
|
||||||
map->palette[i].popularity = total;
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
LIQ_PRIVATE double viter_do_iteration(histogram *hist, colormap *const map, const float min_opaque_val, viter_callback callback, const bool fast_palette)
|
|
||||||
{
|
|
||||||
const unsigned int max_threads = omp_get_max_threads();
|
|
||||||
viter_state average_color[(VITER_CACHE_LINE_GAP+map->colors) * max_threads];
|
|
||||||
viter_init(map, max_threads, average_color);
|
|
||||||
struct nearest_map *const n = nearest_init(map, fast_palette);
|
|
||||||
hist_item *const achv = hist->achv;
|
|
||||||
const int hist_size = hist->size;
|
|
||||||
|
|
||||||
double total_diff=0;
|
|
||||||
#pragma omp parallel for if (hist_size > 3000) \
|
|
||||||
schedule(static) default(none) shared(average_color,callback) reduction(+:total_diff)
|
|
||||||
for(int j=0; j < hist_size; j++) {
|
|
||||||
float diff;
|
|
||||||
unsigned int match = nearest_search(n, achv[j].acolor, achv[j].tmp.likely_colormap_index, min_opaque_val, &diff);
|
|
||||||
achv[j].tmp.likely_colormap_index = match;
|
|
||||||
total_diff += diff * achv[j].perceptual_weight;
|
|
||||||
|
|
||||||
viter_update_color(achv[j].acolor, achv[j].perceptual_weight, map, match, omp_get_thread_num(), average_color);
|
|
||||||
|
|
||||||
if (callback) callback(&achv[j], diff);
|
|
||||||
}
|
|
||||||
|
|
||||||
nearest_free(n);
|
|
||||||
viter_finalize(map, max_threads, average_color);
|
|
||||||
|
|
||||||
return total_diff / hist->total_perceptual_weight;
|
|
||||||
}
|
|
|
@ -1,19 +0,0 @@
|
||||||
|
|
||||||
#ifndef VITER_H
|
|
||||||
#define VITER_H
|
|
||||||
|
|
||||||
// Spread memory touched by different threads at least 64B apart which I assume is the cache line size. This should avoid memory write contention.
|
|
||||||
#define VITER_CACHE_LINE_GAP ((64+sizeof(viter_state)-1)/sizeof(viter_state))
|
|
||||||
|
|
||||||
typedef struct {
|
|
||||||
double a, r, g, b, total;
|
|
||||||
} viter_state;
|
|
||||||
|
|
||||||
typedef void (*viter_callback)(hist_item *item, float diff);
|
|
||||||
|
|
||||||
LIQ_PRIVATE void viter_init(const colormap *map, const unsigned int max_threads, viter_state state[]);
|
|
||||||
LIQ_PRIVATE void viter_update_color(const f_pixel acolor, const float value, const colormap *map, unsigned int match, const unsigned int thread, viter_state average_color[]);
|
|
||||||
LIQ_PRIVATE void viter_finalize(colormap *map, const unsigned int max_threads, const viter_state state[]);
|
|
||||||
LIQ_PRIVATE double viter_do_iteration(histogram *hist, colormap *const map, const float min_opaque_val, viter_callback callback, const bool fast_palette);
|
|
||||||
|
|
||||||
#endif
|
|
Loading…
Reference in New Issue