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> Data compression
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3 See also
3.1 Data compression topics
algorithmic complexity theory
information entropy
self-extraction
image compression
multimedia compression
minimum description length
universal code s
Elias Gamma coding
Fibonacci coding
Golomb coding
Huffman coding
3.2 Compression algorithms
3.2.1
Lossless data compression
run-length encoding
– used by
PCX
images and
PackBits
dictionary coder
s
LZ77 & LZ78
DEFLATE
(a combination of LZ77 and Huffman coding) – used by
ZIP
and
gzip
files
LZW
– used by the
Unix
compress
utility (the .Z file format), and
GIF
files
LZMA
– used by
7-Zip
Burrows-Wheeler transform
bzip2
(a combination of the Burrows-Wheeler transform and Huffman coding)
entropy encoding
Huffman coding
(simple entropy coding)
arithmetic coding
(more advanced; encumbered by
patent
s as of October
2001
)
range encoding
(simple, intended to approach the performance of arithmetic coding without being patent-encumbered)
prediction by partial matching
Unclassified:
PAQ
(very high compression; competing in the top of the highest compression competitions)
LZO
(very fast, speed oriented)
FLAC
(used for lossless audio compression)
3.2.2
Lossy data compression
discrete cosine transform
JPEG
(image compression using a windowed cosine transform, then quantization, then Huffman coding)
MPEG
(the founder of video compression and still in use today, uses
DCT
and delta)
MP3
(a part of the MPEG specification for sound and music compression, using subbanding and
MDCT
, which is then Huffman coded)
AAC
(part of the MPEG specification, using MDCT and Huffman coding)
Ogg Vorbis
(AAC-alike audio codec, designed with a focus on avoiding patent encumbrance)
fractal compression
fractal transform
wavelet compression
JPEG 2000
(image compression using wavelets, then quantization, then Huffman coding)
4 References
Timothy C. Bell, Ian Witten, John Cleary (1990)
Text Compression
, Prentice Hall,
BooksEnthsiast.com
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