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Still Image and Video Compression with MATLAB

Best in textbook rentals since 2012!

ISBN-10: 0470484160

ISBN-13: 9780470484166

Edition: 2011

Authors: K. S. Thyagarajan

List price: $246.95
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Description:

This book describes the principles of image and video compression techniques and introduces current and popular compression standards, such as the MPEG series. Derivations of relevant compression algorithms are developed in an easy-to-follow fashion. Numerous examples are provided in each chapter to illustrate the concepts. The book includes complementary software written in MATLAB SIMULINK to give readers hands-on experience in using and applying various video compression methods. Readers can enhance the software by including their own algorithms.
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Book details

List price: $246.95
Copyright year: 2011
Publisher: John Wiley & Sons, Incorporated
Publication date: 11/9/2010
Binding: Hardcover
Pages: 448
Size: 6.30" wide x 9.55" long x 1.10" tall
Weight: 1.738
Language: English

Preface
Introduction
What is Source Coding?
Why is Compression Necessary?
Image and Video Compression Techniques
Video Compression Standards
Organization of the Book
Summary
References
Image Acquisition
Introduction
Sampling a Continuous Image
Image Quantization
Color Image Representation
Summary
References
Problems
Image Transforms
Introduction
Unitary Transforms
Karhunen-Lo�ve Transform
Properties of Unitary Transforms
Summary
References
Problems
Discrete Wavelet Transform
Introduction
Continuous Wavelet Transform
Wavelet Series
Discrete Wavelet Transform
Efficient Implementation of 1D DWT
Scaling and Wavelet Filters
Two-Dimensional DWT
Energy Compaction Property
Integer or Reversible Wavelet
Summary
References
Problems
Lossless Coding
Introduction
Information Theory
Huffman Coding
Arithmetic Coding
Golomb-Rice Coding
Run-Length Coding
Summary
References
Problems
Predictive Coding
Introduction
Design of a DPCM
Adaptive DPCM
Summary
References
Problems
Image Compression in the Transform Domain
Introduction
Basic Idea Behind Transform Coding
Coding Gain of a Transform Coder
JPEG Compression
Compression of Color Images
Blocking Artifact
Variable Block Size DCT Coding
Summary
References
Problems
Image Compression in the Wavelet Domain
Introduction
Design of a DWT Coder
Zero-Tree Coding
JPEG2000
Digital Cinema
Summary
References
Problems
Basics of Video Compression
Introduction
Video Coding
Stereo Image Compression
Summary
References
Problems
Video Compression Standards
Introduction
MPEG-1 and MPEG-2 Standards
MPEG-4
H.264
Summary
References
Problems
Index
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