Introduction to data compression
著者
書誌事項
Introduction to data compression
Morgan Kaufmann, c2018
5th ed
- : pbk
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注記
Bibliography: p. 723-733
Includes index
内容説明・目次
内容説明
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.
目次
1. Introduction
2. Mathematical Preliminaries for Lossless Compression
3. Huffman Coding
4. Arithmetic Coding
5. Dictionary Techniques
6. Context-Based Compression
7. Lossless Image Compression
8. Mathematical Preliminaries for Lossy Coding
9. Scalar Quantization
10. Vector Quantization
11. Differential Encoding
12. Mathematical Preliminaries for Transforms, Subbands, and Wavelets
13. Transform Coding
14. Subband Coding
15. Wavelets
16. Wavelet-Based Image Compression
17. Audio Coding
18. Analysis/Synthesis and Analysis by Synthesis Schemes
19. Video Compression
APPENDIX A: Probability and Random Processes
APPENDIX B: A Brief Review of Matrix Concepts
APPENDIX C: The Root Lattices
「Nielsen BookData」 より
