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Playing with lossy image compression based on the singular value decomposition

License: BSD Zero Clause License

Makefile 2.05% C 97.95%
singular-value-decomposition lossy-image-compression

svd's Introduction

Playing with lossy image compression based on the singular value decomposition

Quick start:

Encode smpte.ppm PNM picture file to encoded.svd:

./encode smpte.ppm encoded.svd

Decode encoded.svd file to decoded.ppm picture file:

./decode encoded.svd decoded.ppm

Watch decoded.ppm picture file in feh:

feh decoded.ppm

Adjusting quantization

Use quantization values of seven for luminance (Y'), six and seven for chrominance (Cb and Cr) instead of the default 12 10 10 values:

./encode smpte.ppm encoded.svd 7 6 5

Limited storage capacity

Use up to 65536 bits of space instead of the default 0 (no limit) and discard quality bits, if necessary, to stay below 65536 bits:

./encode smpte.ppm encoded.svd 12 10 10 65536

Reading

Singular value decomposition

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svd's Issues

lapack?

Hi @xdsopl .

Maybe use libsvd (https://github.com/dr-ni/helmert3d/blob/master/src/svdm.c)?

/*
Copyright (c) 2003, Division of Imaging Science and Biomedical Engineering,
University of Manchester, UK.  All rights reserved.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
    Redistributions of source code must retain the above copyright notice, this list
    of conditions and the following disclaimer.
    Redistributions in binary form must reproduce the above copyright notice, this
    list of conditions and the following disclaimer in the documentation and/or other
    materials provided with the distribution.
    Neither the name of the University of Manchester nor the names of its contributors
    may be used to endorse or promote products derived from this software without
    specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT
SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/

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