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With clear and easy-to-understand explanations, this book covers
the fundamental concepts and coding methods of signal compression,
whilst still retaining technical depth and rigor. It contains a
wealth of illustrations, step-by-step descriptions of algorithms,
examples and practice problems, which make it an ideal textbook for
senior undergraduate and graduate students, as well as a useful
self-study tool for researchers and professionals. Principles of
lossless compression are covered, as are various entropy coding
techniques, including Huffman coding, arithmetic coding and
Lempel-Ziv coding. Scalar and vector quantization and trellis
coding are thoroughly explained, and a full chapter is devoted to
mathematical transformations including the KLT, DCT and wavelet
transforms. The workings of transform and subband/wavelet coding
systems, including JPEG2000 and SBHP image compression and
H.264/AVC video compression, are explained and a unique chapter is
provided on set partition coding, shedding new light on SPIHT,
SPECK, EZW and related methods.
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