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Image and Video Compression for Multimedia Engineering: Fundamentals, Algorithms, and Standards(Image Processing Series)

Image and Video Compression for Multimedia Engineering: Fundamentals, Algorithms, and Standards(Image Processing Series)


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About the Book

The compression of image and video data plays a crucial role in multimedia engineering, which in turn bridges the gap between the huge amount of visual data required for multimedia applications and the still-limited hardware capabilities. This book provides a solid, comprehensive understanding of the fundamentals and algorithms of image and video coding and details all of the relevant international coding standards. The authors present new research results, cover emerging technologies, and offer a unique and important treatment of motion analysis in video compression.

Table of Contents:
PART I: FUNDAMENTALS Chapter 1: Introduction 1.1 Practical Needs for Image and Video Compression 1.2 Feasibility of Image and Video Compression 1.3 Visual Quality Measurement 1.4 Information Theory Results Chapter 2: Quantization 2.1 Quantization and the Source Encoder 2.2 Uniform Quantization 2.3 Nonuniform Quantization 2.4 Adaptive Quantization 2.5 PCM Chapter 3: Differential Coding 3.1 Introduction to DPCM 3.2 Optimum linear Prediction 3.3 Some Issues in the Implementation of DPCM 3.4 Delta Modulation 3.5 Interframe Differential Coding 3.6 Information-Preserving Differential Coding Chapter 4: Transform Coding 4.1 Introduction 4.2 Linear Transforms 4.3 Transforms of Particular Interest 4.4 Bit Allocation 4.5 Some Issues Chapter 5: Variable-Length Coding 5.1 Some Fundamental Results 5.2 Huffman Codes 5.3 Modified Huffman Codes 5.4 Arithmetic Codes Chapter 6: Run-Length and Dictionary Coding 6.1 Markov Source Model 6.2 Run-Length Coding (RLC) 6.3 Digital Facsimile Coding Standards 6.4 Dictionary Coding 6.5 International Standards for Lossless Still Image Compression PART II: STILL IMAGE COMPRESSION Chapter 7: Still Image Coding Standard: JPEG 7.1 Introduction 7.2 Sequential DCT-Based Encoding Algorithm 7.3 Progressive DCT-Based Encoding Algorithm 7.4 Lossless Coding Mode 7.5 Hierarchical Coding Mode Chapter 8: Wavelet Transform for Image Coding 8.1 Review of the Wavelet Transform 8.2 Digital Wavelet Transform for Image Compression 8.3 Wavelet Transform for JPEG-2000 Chapter 9: Nonstandard Image Coding 9.1 Introduction 9.2 Vector Quantization 9.3 Fractal Image Coding 9.4 Model-Based Coding PART III: MOTION ESTIMATION AND COMPRESSION Chapter 10: Motion Analysis and Motion Compensation 10.1 Image sequences 10.2 Interframe Correlation 10.3 Frame Replenishment 10.4 Motion-Compensated Coding 10.5 Motion Analysis 10.6 Motion Compensation for Image Sequence Processing Chapter 11: Block Matching 11.1 Nonoverlapped, Equally Spaced, Fixed Size, Small Rectangular Block Matching 11.2 Matching Criteria 11.3 Searching Procedures 11.4 Matching Accuracy 11.5 Limitations with Block Matching Techniques 11.6 New Improvements Chapter 12: Pel Recursive Technique 12.1 Problem Formulation 12.2 Descent Methods 12.3 Netravali-Robbins Pel Recursive Algorithm Other Pel Recursive Algorithm 12.4 Performance Comparison Chapter 13: Optical Flow 13.1 Fundamentals 13.2 Gradient-Based Approach 13.3 Correlation-Based Approach 13.4 Multiple Attributes for Conservation Information Chapter 14: Further Discussion and Summary on 2-D Motion Estimation 14.1 General Characterization 14.2 Different Classification 14.3 Performance Comparison Among Three Major Approaches 14.4 New Trends PART IV: VIDEO COMPRESSION Chapter 15: Fundamentals of Digital Video Coding 15.1 Digital Video Representation 15.2 Information Theory Results (IV): Rate Distortion Function of Video Signal 15.3 Digital Video Formats 15.4 Current Status of Digital Video/Image Coding Standards Chapter 16: Digital Video Coding Standards - MPEG-1/2 Video 16.1 Introduction 16.2 Features of MPEG-1/2 Video 16.3 MPEG-2 Video Encoding 16.4 Rate Control 16.5 Optimum Mode Decision 16.6 Statistical Multiplexing Operations on Multiple Program Encoding Chapter 17: Application Issues of MPEG-1/2 Video Coding 17.1 Introduction 17.2 ATSC DTV Standards 17.3 Transcoding with Bitstream Scaling 17.4 Down Conversion Decoder 17.5 Error Concealment Chapter 18: MPEG-4 Video Standard: Content-Based Video Coding 18.1 Introduction 18.2 MPEG-4 Requirements and Functionalities 18.3 Technical Description of MPEG-4 Video 18.4 MPEG-4 Visual Bitstream Syntax and Semantics 18.5 MPEG-4 Video Verification Model Chapter 19: ITU-T Video Coding Standards H.261 and H.263 19.1 Introduction 19.2 H.261 Video-Coding Standard 19.3 H.263 Video-Coding Standard 19.4 H.263 Video-Coding Standard Version 2 19.5 H.263++ Video-Coding and H.26L Chapter 20: MPEG System - Video, Audio, and Data Multiplexing 20.1 Introduction 20.2 MPEG-2 System 20.3 MPEG-4 System Each chapter also contains a summary, exercises, and references.


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Product Details
  • ISBN-13: 9780849334917
  • Publisher: Taylor & Francis Inc
  • Publisher Imprint: CRC Press Inc
  • Height: 254 mm
  • No of Pages: 504
  • Returnable: N
  • Sub Title: Fundamentals, Algorithms, and Standards
  • Width: 178 mm
  • ISBN-10: 0849334918
  • Publisher Date: 20 Dec 1999
  • Binding: Hardback
  • Language: English
  • No of Pages: 504
  • Series Title: Image Processing Series
  • Weight: 1043 gr


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