Digital Signal Compression: Principles and Practice

Digital Signal Compression: Principles and Practice book cover

Digital Signal Compression: Principles and Practice

Author(s): William A. Pearlman (Author), Amir Said (Author)

  • Publisher: Cambridge University Press
  • Publication Date: 27 Oct. 2011
  • Edition: Illustrated
  • Language: English
  • Print length: 440 pages
  • ISBN-10: 0521805031
  • ISBN-13: 9780521899826

Book Description

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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Book Description

Provides clear and easily understandable coverage of the fundamental concepts and coding methods, whilst retaining technical depth and rigor.

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