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Introduction To Data Compression

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Introduction to Data Compression

Introduction to Data Compression Book
Author : Khalid Sayood
Publisher : Morgan Kaufmann
Release : 2017-10-23
ISBN : 0128097051
Language : En, Es, Fr & De

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Book Description :

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. Explains established and emerging standards in- depth, including JPEG 2000, JPEG-LS, MPEG-2, H.264, JBIG 2, ADPCM, LPC, CELP, MELP, iLBC and the new HEVC standard Includes more coverage of lattices in vector quantization Contains improved and expanded end-of-chapter problems Source code is provided via a companion website that gives readers the opportunity to build their own algorithms and choose and implement techniques in their own applications

Introduction to Data Compression

Introduction to Data Compression Book
Author : Khalid Sayood
Publisher : Elsevier
Release : 2006
ISBN : 012620862X
Language : En, Es, Fr & De

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Book Description :

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 third edition continues in this tradition. Data compression techniques and technology are ever-evolving with new applications in image, speech, text, audio, and video. The third 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 on the topic of audio compression including a description of the mp3 algorithm *New video coding standard and new facsimile standard explained *Completely explains established and emerging standards in depth including JPEG 2000, JPEG-LS, MPEG-2, Group 3 and 4 faxes, JBIG 2, ADPCM, LPC, CELP, and MELP *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

A Concise Introduction to Data Compression

A Concise Introduction to Data Compression Book
Author : David Salomon
Publisher : Springer Science & Business Media
Release : 2007-12-18
ISBN : 1848000723
Language : En, Es, Fr & De

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Book Description :

This clearly written book offers readers a succinct foundation to the most important topics in the field of data compression. Part I presents the basic approaches to data compression and describes a few popular techniques and methods that are commonly used to compress data. The reader will discover essential concepts. Part II concentrates on advanced techniques, such as arithmetic coding, orthogonal transforms, subband transforms and Burrows-Wheeler transform. This book is the perfect reference for advanced undergraduates in computer science and requires a minimum of mathematics. An author-maintained website provides errata and auxiliary material.

Introduction to Information Theory and Data Compression Second Edition

Introduction to Information Theory and Data Compression  Second Edition Book
Author : Peter D. Johnson, Jr.,Greg A. Harris,D.C. Hankerson
Publisher : CRC Press
Release : 2003-02-26
ISBN : 9781420035278
Language : En, Es, Fr & De

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Book Description :

An effective blend of carefully explained theory and practical applications, this text imparts the fundamentals of both information theory and data compression. Although the two topics are related, this unique text allows either topic to be presented independently, and it was specifically designed so that the data compression section requires no prior knowledge of information theory. The treatment of information theory, while theoretical and abstract, is quite elementary, making this text less daunting than many others. After presenting the fundamental definitions and results of the theory, the authors then apply the theory to memoryless, discrete channels with zeroth-order, one-state sources. The chapters on data compression acquaint students with a myriad of lossless compression methods and then introduce two lossy compression methods. Students emerge from this study competent in a wide range of techniques. The authors' presentation is highly practical but includes some important proofs, either in the text or in the exercises, so instructors can, if they choose, place more emphasis on the mathematics. Introduction to Information Theory and Data Compression, Second Edition is ideally suited for an upper-level or graduate course for students in mathematics, engineering, and computer science. Features: Expanded discussion of the historical and theoretical basis of information theory that builds a firm, intuitive grasp of the subject Reorganization of theoretical results along with new exercises, ranging from the routine to the more difficult, that reinforce students' ability to apply the definitions and results in specific situations. Simplified treatment of the algorithm(s) of Gallager and Knuth Discussion of the information rate of a code and the trade-off between error correction and information rate Treatment of probabilistic finite state source automata, including basic results, examples, references, and exercises Octave and MATLAB image compression codes included in an appendix for use with the exercises and projects involving transform methods Supplementary materials, including software, available for download from the authors' Web site at www.dms.auburn.edu/compression

An Introduction to Digital Video Data Compression in Java

An Introduction to Digital Video Data Compression in Java Book
Author : Fore June
Publisher : Createspace Independent Pub
Release : 2011-01-22
ISBN : 9781456570873
Language : En, Es, Fr & De

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Book Description :

Not long after the birth of the Web, multimedia has become an inseparable part of it. As the growth of the Web accelerates, the demand of multimedia applications and the knowledge of this field explodes. Data compression is the soul of the engine that drives the rapid development of these applications. Audio and image data can be effectively transmitted across the Web or saved in a digital storage medium (DSM) only after they have been compressed. The success of the java-based Android mobile OS has revived people's interest in java. This book presents to you the art of compressing digital video using the java programming language. you the art of compressing digital video using the java programming language. It covers traditional video compression topics including information fundamentals, RGB-YCbCr conversion, integer arithmetic, DCT, IDCT, quantization, run-level encoding, reorder, Huffman encoding, motion estimation and motion compensation. It also discusses the usage of graphics techniques to compress videos.

Introduction to Information Theory and Data Compression

Introduction to Information Theory and Data Compression Book
Author : D.C. Hankerson,Greg A. Harris,Peter D. Johnson, Jr.
Publisher : CRC Press
Release : 1997-11-20
ISBN : 9780849339851
Language : En, Es, Fr & De

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Book Description :

An effective blend of carefully explained theory and practical applications, this book imparts the basics of both information theory and data compression. Although the two topics are related, this unique treatment allows readers to explore either topic independent of the other. The authors' treatment of Information Theory, while theoretical and abstract, is pitched at an elementary level, less daunting than most other texts. After presenting the fundamental definitions and results of the theory, they then bring the theory to bear on noisy channels. A number of computational examples and exercises are included. The Data Compression section acquaints readers with a myriad of lossless compression methods and introduces then to the weirder world of lossy compression and how one can proceed using various transforms. This section allows readers to emerge broadly conversant with and competent in a large range of techniques. The unique, flexible presentation in Introduction to Information Theory and Data Compression provides the background needed to apply information theory to forming and answering theoretical questions in data compression. However, those curious about data compression, but with no interest in information theory and vice versa can profit equally from the book-as can those with a curiosity about the intriguing connections between the two areas.

Fundamental Data Compression

Fundamental Data Compression Book
Author : Ida Mengyi Pu
Publisher : Butterworth-Heinemann
Release : 2005-11-03
ISBN : 0080530265
Language : En, Es, Fr & De

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Book Description :

Fundamental Data Compression provides all the information students need to be able to use this essential technology in their future careers. A huge, active research field, and a part of many people's everyday lives, compression technology is an essential part of today's Computer Science and Electronic Engineering courses. With the help of this book, students can gain a thorough understanding of the underlying theory and algorithms, as well as specific techniques used in a range of scenarios, including the application of compression techniques to text, still images, video and audio. Practical exercises, projects and exam questions reinforce learning, along with suggestions for further reading. * Dedicated data compression textbook for use on undergraduate courses * Provides essential knowledge for today's web/multimedia applications * Accessible, well structured text backed up by extensive exercises and sample exam questions

Data Compression Techniques and Applications

Data Compression Techniques and Applications Book
Author : Thomas J. Lynch
Publisher : Lifetime Learning Pub
Release : 1985
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Data Compression Techniques and Applications book written by Thomas J. Lynch, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Data Compression

Data Compression Book
Author : David Salomon
Publisher : Springer Science & Business Media
Release : 2007-03-20
ISBN : 1846286034
Language : En, Es, Fr & De

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Book Description :

This book provides a comprehensive reference for the many different types and methods of compression. Included are a detailed and helpful taxonomy, analysis of most common methods, and discussions on the use and comparative benefits of methods and description of "how to" use them. Detailed descriptions and explanations of the most well-known and frequently used compression methods are covered in a self-contained fashion, with an accessible style and technical level for specialists and nonspecialists. Comments and suggestions of many readers have been included as a benefit to future readers, and a website is maintained and updated by the author.

A Guide to Data Compression Methods

A Guide to Data Compression Methods Book
Author : David Salomon
Publisher : Springer Science & Business Media
Release : 2002-02-08
ISBN : 9780387952604
Language : En, Es, Fr & De

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Book Description :

A concise guide of essential data compression methods and algorithms for text, audio and imaging data.

Introduction to Data Communications Using Novell NetWare 4 11

Introduction to Data Communications Using Novell NetWare  4 11  Book
Author : Ann Beheler
Publisher : Unknown
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

A broad survey of the essential terminology and concepts in computer networking, this book explains a wide variety of basic data communication and networking terminology for both systems and hardware; focuses on the specific protocols, standards, and topologies specifically related to networking and internetworking; and examines various topics related to network design, security, and disaster recovery. Presents the components needed to establish communications and the options available in applying each of the components. Describes major data communications devices and systems. Shows the use of both wide area and local area networks. Illustrates the components required to configure a local area network and the options available in applying each of them. Discusses important Novell NetWare 4.11 topics — ranging from overview, through user creation, login script creation, printing, file system rights, Novell Directory Services rights, and troubleshooting. Contains information on how to obtain products and technical support information from a variety of computer-related vendors. For anyone interested in data communications and computer networking and Novell Netware.

Digital Compression for Multimedia

Digital Compression for Multimedia Book
Author : Jerry D. Gibson,Toby Berger,Tom Lookabaugh,Rich Baker,David Lindbergh
Publisher : Morgan Kaufmann
Release : 1998-01-15
ISBN : 9781558603691
Language : En, Es, Fr & De

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Book Description :

"Digital Compression for Multimedia" captures in a single reference the current standards for speech, audio, video, image, fax and file compression. It is intended for engineers and computer scientists designing and implementing compression techniques, system integrators, technical managers, and researchers. The essential ideas and motivation behind the various compression methods are presented and insight is provided into the evolution of the standards.

Introduction to Information Theory and Data Compression Third Edition

Introduction to Information Theory and Data Compression  Third Edition Book
Author : Peter D. Johnson, Jr.
Publisher : Chapman and Hall/CRC
Release : 2015-10-15
ISBN : 9781482246810
Language : En, Es, Fr & De

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Book Description :

This unique text imparts the fundamentals of both information theory and data compression. Although the two topics are related, this text allows either topic to be presented independently and the data compression section requires no previous knowledge of information theory. The treatment of information theory is theoretical and abstract but elementary.

Introduction to Data Management and File Design

Introduction to Data Management and File Design Book
Author : R. Kenneth Walter
Publisher : Unknown
Release : 1986
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Introduction to Data Management and File Design book written by R. Kenneth Walter, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

JPEG2000 Standard for Image Compression

JPEG2000 Standard for Image Compression Book
Author : Tinku Acharya,Ping-Sing Tsai
Publisher : John Wiley & Sons
Release : 2005-01-21
ISBN : 0471653756
Language : En, Es, Fr & De

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Book Description :

JPEG2000 Standard for Image Compression presents readers with the basic background to this multimedia compression technique and prepares the reader for a detailed understanding of the JPEG2000 standard, using both the underlying theory and the principles behind the algorithms of the JPEG2000 standard for scalable image compression. It introduces the VLSI architectures and algorithms for implementation of the JPEG2000 standard in hardware (not available in the current literature), an important technology for a number of image processing applications and devices such as digital camera, color fax, printer, and scanners.

An Introduction to Data Structures and Algorithms

An Introduction to Data Structures and Algorithms Book
Author : J.A. Storer
Publisher : Springer Science & Business Media
Release : 2001-11-09
ISBN : 9780817642532
Language : En, Es, Fr & De

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Book Description :

Data structures and algorithms are presented at the college level in a highly accessible format that presents material with one-page displays in a way that will appeal to both teachers and students. The thirteen chapters cover: Models of Computation, Lists, Induction and Recursion, Trees, Algorithm Design, Hashing, Heaps, Balanced Trees, Sets Over a Small Universe, Graphs, Strings, Discrete Fourier Transform, Parallel Computation. Key features: Complicated concepts are expressed clearly in a single page with minimal notation and without the "clutter" of the syntax of a particular programming language; algorithms are presented with self-explanatory "pseudo-code." * Chapters 1-4 focus on elementary concepts, the exposition unfolding at a slower pace. Sample exercises with solutions are provided. Sections that may be skipped for an introductory course are starred. Requires only some basic mathematics background and some computer programming experience. * Chapters 5-13 progress at a faster pace. The material is suitable for undergraduates or first-year graduates who need only review Chapters 1 -4. * This book may be used for a one-semester introductory course (based on Chapters 1-4 and portions of the chapters on algorithm design, hashing, and graph algorithms) and for a one-semester advanced course that starts at Chapter 5. A year-long course may be based on the entire book. * Sorting, often perceived as rather technical, is not treated as a separate chapter, but is used in many examples (including bubble sort, merge sort, tree sort, heap sort, quick sort, and several parallel algorithms). Also, lower bounds on sorting by comparisons are included with the presentation of heaps in the context of lower bounds for comparison-based structures. * Chapter 13 on parallel models of computation is something of a mini-book itself, and a good way to end a course. Although it is not clear what parallel

Image Data Compression

Image Data Compression Book
Author : Belur V. Dasarathy
Publisher : IEEE Computer Society
Release : 1995
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

A comprehensive tutorial on block truncation coding (BTC), a specialized area within the data compression domain, providing a detailed study and relative assessment of its techniques. The focus is on the quality aspects of BTC performance relative to its computational requirements, and flexibility i

An Introduction to Single User Information Theory

An Introduction to Single User Information Theory Book
Author : Fady Alajaji,Po-Ning Chen
Publisher : Springer
Release : 2018-04-24
ISBN : 9811080011
Language : En, Es, Fr & De

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Book Description :

This book presents a succinct and mathematically rigorous treatment of the main pillars of Shannon’s information theory, discussing the fundamental concepts and indispensable results of Shannon’s mathematical theory of communications. It includes five meticulously written core chapters (with accompanying problems), emphasizing the key topics of information measures; lossless and lossy data compression; channel coding; and joint source-channel coding for single-user (point-to-point) communications systems. It also features two appendices covering necessary background material in real analysis and in probability theory and stochastic processes. The book is ideal for a one-semester foundational course on information theory for senior undergraduate and entry-level graduate students in mathematics, statistics, engineering, and computing and information sciences. A comprehensive instructor’s solutions manual is available.

Compression Schemes for Mining Large Datasets

Compression Schemes for Mining Large Datasets Book
Author : T. Ravindra Babu,M. Narasimha Murty,S.V. Subrahmanya
Publisher : Springer Science & Business Media
Release : 2013-11-19
ISBN : 1447156072
Language : En, Es, Fr & De

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Book Description :

This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and time, while simultaneously providing the same or better classification accuracy. Features: describes a non-lossy compression scheme based on run-length encoding of patterns with binary valued features; proposes a lossy compression scheme that recognizes a pattern as a sequence of features and identifying subsequences; examines whether the identification of prototypes and features can be achieved simultaneously through lossy compression and efficient clustering; discusses ways to make use of domain knowledge in generating abstraction; reviews optimal prototype selection using genetic algorithms; suggests possible ways of dealing with big data problems using multiagent systems.

Hierarchical Data Compression

Hierarchical Data Compression Book
Author : Chia-Yuan Teng
Publisher : Unknown
Release : 1996
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Hierarchical Data Compression book written by Chia-Yuan Teng, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.