Introduction to Data Compression - 3rd Edition - ISBN: 9780126208627, 9780080509259

Introduction to Data Compression

3rd Edition

Authors: Khalid Sayood
eBook ISBN: 9780080509259
Hardcover ISBN: 9780126208627
Imprint: Morgan Kaufmann
Published Date: 1st December 2005
Page Count: 704
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Table of Contents

CH 1: Introduction / CH 2: Lossless Compression / CH 3: Huffman Coding / CH 4: Arithmetic Coding / CH 5: Dictionary Techniques / CH 6: Context Based Compression / CH 7: Lossless Image Compression / CH 8: Lossy Coding / CH 9: Scalar Quantization / CH 10: Vector Quantization / CH 11: Differential Encoding / CH 12: Transforms, Subbands, and Wavelets / CH 13: Transform Coding / CH 14: Subband Coding / CH 15: Wavelet-Based Compression / CH 16: Audio Coding / CH 17: Analysis/Synthesis and Analysis by Synthesis Schemes / CH 18: Video Compression / APPENDIX A: Probability and Random Processes / APPENDIX B: A Brief Review of Matrix Concepts / APPENDIX C: The Root Lattices / Bibliography


Description

Introduction to Data Compression, Third Edition, is a concise and comprehensive guide to data compression. This book introduces the reader 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, it covers lossless and lossy compression, Huffman coding, arithmetic coding, dictionary techniques, context based compression, scalar and vector quantization. It includes all the cutting edge updates the reader will need during the work day and in class.

This edition adds new content on the topic of audio compression including a description of the mp3 algorithm, along with a new video coding standard and new facsimile standard explained. It explains in detail established and emerging standards in depth including JPEG 2000, JPEG-LS, MPEG-2, Group 3 and 4 faxes, JBIG 2, ADPCM, LPC, CELP, and MELP. Source code is provided via a companion web site that gives readers the opportunity to build their own algorithms, choose and implement techniques in their own applications.

This book will appeal to professionals, software and hardware engineers, students, and to anyone interested in digital libraries and multimedia.

Key Features

New content added on the topic of audio compression including a description of the mp3 algorithm
New video coding standard and new facsimile standard explained
Completely explains established and emerging standards in depth including JPEG 2000, JPEG-LS, MPEG-2, Group 3 and 4 faxes, JBIG 2, ADPCM, LPC, CELP, and MELP
Source code provided via companion web site that gives readers the opportunity to build their own algorithms, choose and implement techniques in their own applications

Readership

Professionals, software and hardware engineers, students; digital libraries, multimedia


Details

No. of pages:
704
Language:
English
Copyright:
© Morgan Kaufmann 2006
Published:
Imprint:
Morgan Kaufmann
eBook ISBN:
9780080509259
Hardcover ISBN:
9780126208627

About the Authors

Khalid Sayood Author

Khalid Sayood received his BS and MS in Electrical Engineering from the University of Rochester in 1977 and 1979, respectively, and his Ph.D. in Electrical Engineering from Texas A&M University in 1982. In 1982, he joined the University of Nebraska, where he is the Heins Professor of Engineering. His research interests include data compression, joint source channel coding, and bioinformatics.

Affiliations and Expertise

Department of Electrical and Computer Engineering, University of Nebraska, Lincoln, Nebraska, USA