Digital Signal Compression: Principles and Practice
Cambridge University Press
Edition: Illustrated, 10/27/2011
EAN 9780521899826, ISBN10: 0521899826
Hardcover, 440 pages, 25.4 x 17.8 x 2.5 cm
Language: English
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.
1. Motivation
the importance of compression
2. Book overview
3. Principles of lossless compression
4. Entropy coding techniques
5. Lossy compression of scalar sources
6. Coding of sources with memory
7. Mathematical transformations
8. Rate control in transform coding systems
9. Transform coding systems
10. Set partition coding
11. Subband/wavelet coding systems
12. Methods for lossless compression of images
13. Color and multi-component image and video coding
14. Distributed source coding.