Beschreibung:
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.
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