Introduction to Data Compression (The Morgan Kaufmann Series in Multimedia Information and Systems)
By 作者: Khalid Sayood Ph.D.
ISBN-10 书号: 0128094745
ISBN-13 书号: 9780128094747
Edition 版本: 5
Release Finelybook 出版日期: 2017-11-06
pages 页数: (790 )
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.
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
Introduction to Data Compression
Copyright O 2018
2 Mathematical Preliminaries for Lossless
3 Huffman Coding
5 Dictionary Techniques
6 Context-Based Compression
7 Lossless lmage Compression
8 Mathematical Preliminaries for Lossy Coding
9 Scalar Quantization
10 Vector Quantization
11 Differential Encoding
12 Mathematical Preliminaries for Transforms,
13 Transform Coding
14 Subband Coding
16 Wavelet-Based Image Compression
17 Audio Coding
18 Analysis/Synthesis and Analysis by Synthesis
19 Video Compression
APPENDIX A Probability and Random Processes
APPENDIX B A Brief Review of Matrix Concepts
APPENDIX C The Root Lattices
Introduction to Data Compression, 5th Edition 9780128094747.pdf