Sayood K. Introduction to Data Compression

5th Edition. — Morgan Kaufmann, 2018. — 770 p. — ISBN: 978-0-12-809474-7.This book, 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.Key FeaturesExplains 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 applicationsGraduate 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 compression1. Introduction2. Lossless Compression3. Huffman Coding
4. Arithmetic Coding
5. Dictionary Techniques
6. Context Based Compression7. Lossless Image Compression8. Lossy Coding
9. Scalar Quantization10. Vector Quantization11. Differential Encoding
12. Transforms, Subbands, and Wavelets
13. Transform Coding
14. Subband Coding
15. Wavelet-Based Compression16. Audio Coding
17. Analysis/Synthesis and Analysis by Synthesis Schemes
18. Video CompressionAppendix A: Probability and Random Processes
Appendix B: A Brief Review of Matrix Concepts
Appendix C: The Root LatticesTrue PDF