Compression for Multimedia

Irina Bocharova

doi:10.1017/CBO9780511804069

Providing a thorough theoretical understanding of lossy compression techniques for image, video, speech, and audio compression, this book also covers the key features of each system, as well as practical applications, implementation issues, and design trade-offs. It presents comparisons of multimedia standards in terms of achieving known theoretical limits, whilst common and distinguishing features of the existing standards are explained and related to the background theory. There is detailed coverage of such topics as the H.264 video coding standard, low-complexity code-based vector quantizers, and the Blahut rate-distortion algorithm. Examples based on real multimedia data are also included, plus end-of-chapter problems to test understanding, algorithms that allow the reader to represent speech and audio signals efficiently, and an appendix on the basics of lossless coding. With an excellent balance of theory and practice, this book is ideal for undergraduate and graduate students, and is also a useful reference for practitioners.

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Compression for Multimedia

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Contents

Frontmatter
pp i-vi

Contents
pp vii-viii

Preface
pp ix-x

1 - Introduction
pp 1-4

2 - Analog to digital conversion
pp 5-41

3 - Elements of rate-distortion theory
pp 42-65

4 - Scalar quantization with memory
pp 66-90

5 - Transform coding
pp 91-109

6 - Filter banks and wavelet filtering
pp 110-140

7 - Speech coding: techniques and standards
pp 141-170

8 - Image coding standards
pp 171-196

9 - Video-coding standards
pp 197-222

10 - Audio-coding standards
pp 223-237

A - Lossless-coding techniques
pp 238-260

References
pp 261-264

Index
pp 265-269

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