Introduction to data compression / Khalid Sayood.

Format:

Book

Author/Creator:

Sayood, Khalid, author.

Series:

Morgan Kaufmann series in multimedia information and systems.

The Morgan Kaufmann series in multimedia information and systems

Language:

English

Subjects (All):

Data compression (Telecommunication).

Coding theory.

Physical Description:

xxiii, 740 p. : ill.

Edition:

Fourth edition.

Place of Publication:

Waltham, MA : Morgan Kaufmann, [2012]

Language Note:

English

System Details:

text file

Summary:

Each edition of Introduction to Data Compression has widely been considered the best introduction and reference text on the art and science of data compression, and the fourth edition continues in this tradition. Data compression techniques and technology are ever-evolving with new applications in image, speech, text, audio, and video. The fourth edition includes all the cutting edge updates the reader will need during the work day and in class. 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, Introduction to Data Compression includes lossless and lossy compression, Huffman coding, arithmetic coding, dictionary techniques, context based compression, scalar and vector quantization. Khalid Sayood provides a working knowledge of data compression, giving the reader the tools to develop a complete and concise compression package upon completion of his book. New content added to include a more detailed description of the JPEG 2000 standard New content includes speech coding for internet applications Explains established and emerging standards in depth including JPEG 2000, JPEG-LS, MPEG-2, H.264, JBIG 2, ADPCM, LPC, CELP, MELP, and iLBC Source code provided via companion web site that gives readers the opportunity to build their own algorithms, choose and implement techniques in their own applications

Contents:

Mathematical preliminaries for lossless compression

Huffman coding

Arithmetic coding

Dictionary techniques

Context-based compression

Lossless image compression

Mathematical preliminaries for lossy coding

Scalar quantization

Vector quantization

Differential encoding

Mathematical preliminaries for transforms, subbands, and wavelets

Transform coding

Subband coding

Wavelets

Wavelet-based image compression

Audio coding

Analysis/synthesis and analysis by synthesis schemes

Video compression

Probability and random processes

A brief review of matrix concepts

The root lattices.

Notes:

Bibliographic Level Mode of Issuance: Monograph

Includes bibliographical references and index.

Description based on print version record.

ISBN:

9780124160002

012416000X

OCLC:

856902857