Introduction to Data Compression, 5th Edition

Book Description

Introduction to , 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 are ever-evolving with new applications in image, speech, text, audio and . This new edition includes all the latest developments in the field.

Khalid Sayood provides an extensive introduction to the 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, 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

Table of Contents

Chapter 1 Introduction
Chapter 2 Mathematical Preliminaries For Lossless Compression
Chapter 3 Huffman Coding
Chapter 4 Arithmetic Coding
Chapter 5 Dictionary Techniques
Chapter 6 Context-Based Compression
Chapter 7 Lossless Image Compression
Chapter 8 Mathematical Preliminaries For Lossy Coding
Chapter 9 Scalar Quantization
Chapter 10 Vector Quantization
Chapter 11 Differential Encoding
Chapter 12 Mathematical Preliminaries For Transforms, Subbands, And Wavelets
Chapter 13 Transform Coding
Chapter 14 Subband Coding
Chapter 15 Wavelets
Chapter 16 Wavelet-Based Image Compression
Chapter 17 Audio Coding
Chapter 18 Analysis/Synthesis And Analysis By Synthesis Schemes
Chapter 19 Video Compression
APPENDIX A Probability and Random Processes
APPENDIX B A Brief Review of Concepts
APPENDIX C The Root Lattices

Book Details

  • Title: Introduction to Data Compression, 5th Edition
  • Author:
  • Length: 790 pages
  • Edition: 5
  • Language: English
  • Publisher:
  • Publication Date: 2017-11-06
  • ISBN-10: 0128094745
  • ISBN-13: 9780128094747
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