Introduction to Data Compression, Fifth Edition, builds on the success of what is widely considered the best introduction and reference text on the art and science of data compression.
Data compression techniques and technology are ever-evolving with new applications in image, speech, text, audio and video. This new edition includes all the latest developments in the field.
Khalid Sayood provides an extensive introduction to the theory underlying today’s compression techniques, with detailed instruction for their applications using several examples to explain the concepts. Encompassing the entire field of data compression, the book includes lossless and lossy compression, Huffman coding, arithmetic coding, dictionary techniques, context based compression, and scalar and vector quantization.
The book provides a comprehensive working knowledge of data compression, giving the reader the tools to develop a complete and concise compression package.
Key Features
- Explains established and emerging standards in- depth, including JPEG 2000, JPEG-LS, MPEG-2, H.264, JBIG 2, ADPCM, LPC, CELP, MELP, iLBC and the new HEVC standard
- Includes more coverage of lattices in vector quantization
- Contains improved and expanded end-of-chapter problems
- Source code is provided via a companion website that gives readers the opportunity to build their own algorithms and choose and implement techniques in their own applications
- Tan and Jiang, Digital Signal Processing: Fundamentals and Applications, 2e, Academic Press, Feb 2013, 9780124158931, $99.95
- Parker, Digital Signal Processing 101: Everything you need to know to get started, Newnes, Apr 2010, 9781856179218, $63.95
- Woods, Multidimensional Signal, Image, and Video Processing and Coding, 2e, Academic Press, Jun 2011, 9780123814203, $99.95
- Malepati, Digital Media Processing: DSP Algorithms Using C, Newnes, May 2010, 9781856176781, $81.95
- Van Der Schaar and Chou, Multimedia over IP and Wireless Networks, Academic Press, Mar 2007, 9780120884803, $101.00
- Pu, Fundamental Data Compression, Butterworth-Heinemann, Dec 2005, 9780750663106, $58.95
Graduate students in data compression, multimedia, and info theory courses at CS/ECE programs; software and hardware engineers; networking and database professionals working with data and file compression