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Lossless compression hand book

By: Material type: TextTextPublication details: New Delhi Academic Press 2006Description: xx, 455 pages : illustrations ; 26 cmISBN:
  • 9788131203156
Subject(s): DDC classification:
  • 006.76 LOS
Contents:
PART I: THEORY -- Information theory behind source coding / Frans M.J. Willems, Tjalling J. Tjalkens -- Complexity measures / Stephen R. Tate -- PART II: COMPRESSION TECHNIQUES -- Universal codes / Peter Fenwick -- Huffman coding / Steven Pigeon -- Arithmetic coding / Amir Said -- Dictionary-based data compression: an algorithmic perspective / S. Cenk Sahinalp, Nasir M. Rajpoot -- Burrows-Wheeler compression ; Symbol-ranking and ACB compression / Peter Fenwick -- PART III: APPLICATIONS -- Lossless image compression / K.P. Subbalakshmi -- Text compression / Amar Mukherjee, Fauzia Awan -- Compression telemetry / Sheila Horan -- Lossless compression of audio data / Robert C. Maher -- Algorithms for delta compression and remote file synchronization / Torsten Suel, Nasir Memon -- Compression of unicode files / Peter Fenwick -- PART IV: STANDARDS -- JPEG-LS lossless and near lossless image compression / Michael W. Hoffman -- CCSDS lossless data compression recommendation for space applications / Pen-Shu Yeh -- Lossless bilevel image compression / Michael W. Hoffman -- JPEG2000: highly scalable image compression / Ali Bilgin, Michael W. Marcellin -- PNG lossless image compression / Greg Roelofs -- Facsimile compression / Khalid Sayood -- PART V: HARDWARE -- Hardware implementation of data compression / Sanjukta Bhanja, N. Ranganathan.
Summary: The book is probably the best technical reference on lossless compression ever published. All aspects of the book deserve kudos. It contains up to the date and to the point professional coverage of a wide field presented with an exceptional clarity. The balance between practical and theoretical aspects is excellent. The book is mostly self-contained thanks to the intro part on the basics of information and complexity theory. The intro, despite its modest size, is superior to many dedicated textbooks. The other three main parts discuss compression techniques, applications and standards. The chapters are written by different authors and, as can be expected, are not all equal in terms of depth or practical applicability. However, all of them provide a list of well selected references, which compensate for some of the shorter chapters. The editors and the authors did a great job on delivering the text which is quite uniform in style, highly informative and yet very readable and digestible throughout the entire book. Most methods are explained with enough details to start your own research or implementation. Whenever possible the authors compare different methods with tables and graphs. Thus, before a reader jumps into coding, (s)he can make an intelligent choice. (This, btw, comes from my personal experience. The next day after arrival the book helped me to find a better replacement for an inhouse method of encoding.) Practitioners will also appreciate discussion of patent issues and possible workarounds, when applicable. Bottom line - this is one of the most useful technical books I bought. A must have for anyone working with data compression.
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Holdings
Item type Current library Home library Call number Status Date due Barcode
Book Book Dept. of Computational Biology and Bioinformatics Processing Center Dept. of Computational Biology and Bioinformatics 006.76 LOS (Browse shelf(Opens below)) Available DCB589

PART I: THEORY -- Information theory behind source coding / Frans M.J. Willems, Tjalling J. Tjalkens -- Complexity measures / Stephen R. Tate -- PART II: COMPRESSION TECHNIQUES -- Universal codes / Peter Fenwick -- Huffman coding / Steven Pigeon -- Arithmetic coding / Amir Said -- Dictionary-based data compression: an algorithmic perspective / S. Cenk Sahinalp, Nasir M. Rajpoot -- Burrows-Wheeler compression ; Symbol-ranking and ACB compression / Peter Fenwick -- PART III: APPLICATIONS -- Lossless image compression / K.P. Subbalakshmi -- Text compression / Amar Mukherjee, Fauzia Awan -- Compression telemetry / Sheila Horan -- Lossless compression of audio data / Robert C. Maher -- Algorithms for delta compression and remote file synchronization / Torsten Suel, Nasir Memon -- Compression of unicode files / Peter Fenwick -- PART IV: STANDARDS -- JPEG-LS lossless and near lossless image compression / Michael W. Hoffman -- CCSDS lossless data compression recommendation for space applications / Pen-Shu Yeh -- Lossless bilevel image compression / Michael W. Hoffman -- JPEG2000: highly scalable image compression / Ali Bilgin, Michael W. Marcellin -- PNG lossless image compression / Greg Roelofs -- Facsimile compression / Khalid Sayood -- PART V: HARDWARE -- Hardware implementation of data compression / Sanjukta Bhanja, N. Ranganathan.

The book is probably the best technical reference on lossless compression ever published. All aspects of the book deserve kudos. It contains up to the date and to the point professional coverage of a wide field presented with an exceptional clarity. The balance between practical and theoretical aspects is excellent. The book is mostly self-contained thanks to the intro part on the basics of information and complexity theory. The intro, despite its modest size, is superior to many dedicated textbooks. The other three main parts discuss compression techniques, applications and standards. The chapters are written by different authors and, as can be expected, are not all equal in terms of depth or practical applicability. However, all of them provide a list of well selected references, which compensate for some of the shorter chapters. The editors and the authors did a great job on delivering the text which is quite uniform in style, highly informative and yet very readable and digestible throughout the entire book. Most methods are explained with enough details to start your own research or implementation. Whenever possible the authors compare different methods with tables and graphs. Thus, before a reader jumps into coding, (s)he can make an intelligent choice. (This, btw, comes from my personal experience. The next day after arrival the book helped me to find a better replacement for an inhouse method of encoding.) Practitioners will also appreciate discussion of patent issues and possible workarounds, when applicable. Bottom line - this is one of the most useful technical books I bought. A must have for anyone working with data compression.

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