Introduction to Data Compression

Paperback Engels 2017 9780128094747
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Samenvatting

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.

Specificaties

ISBN13:9780128094747
Taal:Engels
Bindwijze:Paperback

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Inhoudsopgave

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

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        Introduction to Data Compression