Video Compression and Communications

Size: px
Start display at page:

Download "Video Compression and Communications"

Transcription

1

2

3 Video Compression and Communications

4

5 Video Compression and Communications From Basics to H.261, H.263, H.264, MPEG4 for DVB and HSDPA-Style Adaptive Turbo-Transceivers Second Edition L. Hanzo, P. J. Cherriman and J. Streit All of University of Southampton, UK IEEE Communications Society, Sponsor John Wiley & Sons, Ltd

6 Copyright c 2007 John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex PO19 8SQ, England Telephone (+44) (for orders and customer service enquiries): cs-books@wiley.co.uk Visit our Home Page on All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning or otherwise, except under the terms of the Copyright, Designs and Patents Act 1988 or under the terms of a licence issued by the Copyright Licensing Agency Ltd, 90 Tottenham Court Road, London W1T 4LP, UK, without the permission in writing of the Publisher. Requests to the Publisher should be addressed to the Permissions Department, John Wiley & Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex PO19 8SQ, England, or ed to permreq@wiley.co.uk, or faxed to (+44) Designations used by companies to distinguish their products are often claimed as trademarks. All brand names and product names used in this book are trade names, service marks, trademarks or registered trademarks of their respective owners. The Publisher is not associated with any product or vendor mentioned in this book. All trademarks referred to in the text of this publication are the property of their respective owners. This publication is designed to provide accurate and authoritative information in regard to the subject matter covered. It is sold on the understanding that the Publisher is not engaged in rendering professional services. If professional advice or other expert assistance is required, the services of a competent professional should be sought. Other Wiley Editorial Offices John Wiley & Sons Inc., 111 River Street, Hoboken, NJ 07030, USA Jossey-Bass, 989 Market Street, San Francisco, CA , USA Wiley-VCH Verlag GmbH, Boschstr. 12, D Weinheim, Germany John Wiley & Sons Australia Ltd, 42 McDougall Street, Milton, Queensland 4064, Australia John Wiley & Sons (Asia) Pte Ltd, 2 Clementi Loop #02-01, Jin Xing Distripark, Singapore John Wiley & Sons Canada Ltd, 22 Worcester Road, Etobicoke, Ontario, Canada M9W 1L1 Wiley also publishes its books in a variety of electronic formats. Some content that appears in print may not be available in electronic books. IEEE Communications Society, Sponsor COMMS-S Liaison to IEEE Press, Mostafa Hashem Sherif Library of Congress Cataloging-in-Publication Data Hanzo, Lajos, Video Compression and Communications : from basics to H.261, H.263, H.264, MPEG4 for DVB and HSDPA-style adaptive turbo-transceivers / L. Hanzo, P. J. Cherriman and J. Streit 2nd ed. p. cm. Includes bibliographical references and index. ISBN (cloth) 1. Video compression. 2. Digital video. 3. Mobile communication systems. I. Cherriman, Peter J., II. Streit, Jürgen, III. Title. TK H dc22 British Library Cataloguing in Publication Data A catalogue record for this book is available from the British Library ISBN (HB) Typeset by the authors using LATEX software. Printed and bound in Great Britain by Antony Rowe Ltd, Chippenham, England. This book is printed on acid-free paper responsibly manufactured from sustainable forestry in which at least two trees are planted for each one used for paper production.

7 Contents About the Authors Other Wiley and IEEE Press Books on Related Topics Preface Acknowledgments xvii xix xxi xxiii 1 Introduction A Brief Introduction to Compression Theory Introduction to Video Formats EvolutionofVideoCompressionStandards The International Telecommunications Union s H.120 Standard JointPhotographicExpertsGroup TheITUH.261Standard TheMotionPicturesExpertGroup TheMPEG-2Standard TheITUH.263Standard The ITU H.263+/H Standards TheMPEG-4Standard TheH.26L/H.264Standard VideoCommunications Organization of the Monograph I Video Codecs for HSDPA-style Adaptive Videophones 19 2 Fractal Image Codecs FractalPrinciples One-dimensionalFractalCoding FractalCodecDesign FractalCodecPerformance... 28

8 vi CONTENTS 2.3 ErrorSensitivityandComplexity SummaryandConclusions Low Bitrate DCT Codecs and HSDPA-style Videophone Transceivers Video Codec Outline ThePrincipleofMotionCompensation Distance Measures MotionSearchAlgorithms FullorExhaustiveMotionSearch Gradient-basedMotionEstimation HierarchicalorTreeSearch SubsamplingSearch Post-processingofMotionVectors Gain-cost-controlledMotionCompensation OtherMotionEstimationTechniques Pel-recursive Displacement Estimation GridInterpolationTechniques MCUsingHigherOrderTransformations MCintheTransformDomain Conclusion TransformCoding One-dimensionalTransformCoding Two-dimensionalTransformCoding QuantizerTrainingforSingle-classDCT Quantizer Training for Multiclass DCT The Codec Outline Initial Intra-frame Coding Gain-controlledMotionCompensation TheMCERActive/PassiveConcept PartialForcedUpdateoftheReconstructedFrameBuffers The Gain/Cost-controlled Inter-frame Codec ComplexityConsiderationsandReductionTechniques TheBit-allocationStrategy Results DCT Codec Performance under Erroneous Conditions BitSensitivity BitSensitivityofCodecIandII DCT-basedLow-rateVideoTransceivers ChoiceofModem Source-matchedTransceiver System SystemConcept Sensitivity-matched Modulation SourceSensitivity ForwardErrorCorrection TransmissionFormat... 75

9 CONTENTS vii System AutomaticRepeatRequest Systems SystemPerformance PerformanceofSystem PerformanceofSystem FERPerformance SlotOccupancyPerformance PSNRPerformance PerformanceofSystems SummaryandConclusions Very Low Bitrate VQ Codecs and HSDPA-style Videophone Transceivers Introduction The Codebook Design TheVectorQuantizerDesign Mean and Shape Gain Vector Quantization AdaptiveVectorQuantization ClassifiedVectorQuantization AlgorithmicComplexity Performance under Erroneous Conditions Bit-allocationStrategy BitSensitivity VQ-basedLow-rateVideoTransceivers Choice of Modulation ForwardErrorCorrection ArchitectureofSystem ArchitectureofSystem ArchitectureofSystems SystemPerformance SimulationEnvironment PerformanceofSystems1and PerformanceofSystems4and PerformanceofSystems2and Joint Iterative Decoding of Trellis-based Vector-quantized Video and TCM Introduction SystemOverview Compression Vector Quantization Decomposition SerialConcatenationandIterativeDecoding TransmissionFrameStructure Frame Difference Decomposition VQ Codebook VQ-inducedCodeConstraints VQ Trellis Structure VQEncoding...129

10 viii CONTENTS VQDecoding Results SummaryandConclusions Low Bitrate Quad-tree-based Codecs and HSDPA-style Videophone Transceivers Introduction Quad-tree Decomposition Quad-treeIntensityMatch Zero-orderIntensityMatch First-orderIntensityMatch Decomposition Algorithmic Issues Model-basedParametricEnhancement EyeandMouthDetection Parametric Codebook Training ParametricEncoding TheEnhancedQTCodec Performance and Considerations under Erroneous Conditions BitAllocation BitSensitivity QT-codec-basedVideoTransceivers Channel Coding and Modulation QT-basedTransceiverArchitectures QT-basedVideo-transceiverPerformance SummaryofQT-basedVideoTransceivers SummaryofLow-rateVideoCodecsandTransceivers II High-resolution Video Coding Low-complexity Techniques Differential Pulse Code Modulation Basic Differential Pulse Code Modulation Intra/Inter-frame Differential Pulse Code Modulation Adaptive Differential Pulse Code Modulation BlockTruncationCoding TheBlockTruncationAlgorithm BlockTruncationCodecImplementations Intra-frame Block Truncation Coding Inter-frame Block Truncation Coding Subband Coding Perfect Reconstruction Quadrature Mirror Filtering Analysis Filtering Synthesis Filtering PracticalQMFDesignConstraints Practical Quadrature Mirror Filters

11 CONTENTS ix Run-length-based Intra-frame Subband Coding Max-Lloyd-based Subband Coding SummaryandConclusions High-resolution DCT Coding Introduction Intra-frame Quantizer Training Motion Compensation for High-quality Images Inter-frame DCT Coding PropertiesoftheDCTTransformedMCER JointMotionCompensationandResidualEncoding The Proposed Codec MotionCompensation TheInter/Intra-DCTCodec FrameAlignment Bit-allocation TheCodecPerformance ErrorSensitivityandComplexity SummaryandConclusions III H.261, H.263, H.264, MPEG2 and MPEG4 for HSDPA-style Wireless Video Telephony and DVB H.261 for HSDPA-style Wireless Video Telephony Introduction TheH.261VideoCodingStandard Overview SourceEncoder CodingControl Video Multiplex Coder PictureLayer GroupofBlocksLayer Macroblock Layer BlockLayer SimulatedCodingStatistics Fixed-quantizerCoding VariableQuantizerCoding EffectofTransmissionErrorsontheH.261Codec Error Mechanisms Error Control Mechanisms Background Intra-frame Coding AutomaticRepeatRequest Reconfigurable Modulations Schemes CombinedSource/ChannelCoding...257

12 x CONTENTS ErrorRecovery EffectsofErrors Qualitative Effect of Errors on H.261 Parameters Quantitative Effect of Errors on a H.261 Data Stream ErrorsinanIntra-codedFrame ErrorsinanInter-codedFrame ErrorsinQuantizerIndices Errors in an Inter-coded Frame with MotionVectors Errors in an Inter-coded Frame at Low Rate A Reconfigurable Wireless Videophone System Introduction Objectives BitrateReductionoftheH.261Codec Investigation of Macroblock Size ErrorCorrectionCoding PacketizationAlgorithm EncodingHistoryList Macroblock Compounding EndofFrameEffect PacketTransmissionFeedback Packet Truncation and Compounding Algorithms H.261-based Wireless Videophone System Performance SystemArchitecture SystemPerformance SummaryandConclusions Comparative Study of the H.261 and H.263 Codecs Introduction TheH.263CodingAlgorithms SourceEncoder Prediction MotionCompensationandTransformCoding Quantization Video Multiplex Coder PictureLayer GroupofBlocksLayer H.261 Macroblock Layer H.263 Macroblock Layer BlockLayer MotionCompensation H.263MotionVectorPredictor H.263 Subpixel Interpolation H.263NegotiableOptions UnrestrictedMotionVectorMode Syntax-basedArithmeticCodingMode...310

13 CONTENTS xi Arithmeticcoding AdvancedPredictionMode Four Motion Vectors per Macroblock Overlapped Motion Compensation for Luminance P-BFramesMode PerformanceResults Introduction H.261Performance H.261/H.263 Performance Comparison H.263CodecPerformance Gray-ScaleversusColorComparison ComparisonofQCIFResolutionColorVideo CodingPerformanceatVariousResolutions SummaryandConclusions H.263 for HSDPA-style Wireless Video Telephony Introduction H.263inaMobileEnvironment ProblemsofUsingH.263inaMobileEnvironment PossibleSolutionsforUsingH.263inaMobileEnvironment Coding Video Sequences Using Exclusively Intra-coded Frames AutomaticRepeatRequests Multimode Modulation Schemes CombinedSource/ChannelCoding Design of an Error-resilient Reconfigurable Videophone System Introduction Controlling the Bitrate Employing FEC Codes in the Videophone System TransmissionPacketStructure CodingParameterHistoryList ThePacketizationAlgorithm OperationalScenariosofthePacketizingAlgorithm H.263-based Video System Performance SystemEnvironment PerformanceResults Error-free Transmission Results Effect of Packet Dropping on Image Quality Image Quality versus Channel Quality without ARQ Image Quality versus Channel Quality with ARQ Comparison of H.263 and H.261-based Systems PerformancewithAntennaDiversity PerformanceoverDECTChannels TransmissionFeedback ARQIssues...371

14 xii CONTENTS ImplementationofTransmissionFeedback MajorityLogicCoding SummaryandConclusions MPEG-4 Video Compression Introduction OverviewofMPEG MPEG-4Profiles MPEG-4Features MPEG-4Object-basedOrientation MPEG-4:Content-basedInteractivity VOP-basedEncoding MotionandTextureEncoding ShapeCoding VOPShapeEncoding Gray-scaleShapeCoding Scalability of Video Objects Video Quality Measures Subjective Video Quality Evaluation Objective Video Quality EffectofCodingParameters SummaryandConclusion Comparative Study of the MPEG-4 and H.264 Codecs Introduction TheITU-TH.264Project H.264VideoCodingTechniques H.264Encoder H.264Decoder H.264SpecificCodingAlgorithm Intra-frame Prediction Inter-frame Prediction BlockSizes MotionEstimationAccuracy Multiple Reference Frame Selection for Motion Compensation De-blocking Filter IntegerTransform Development of the 4 4-pixelIntegerDCT Quantization The Combined Transform, Quantization, Rescaling, and InverseTransformProcess IntegerTransformExample EntropyCoding UniversalVariableLengthCoding...424

15 CONTENTS xiii Context-basedAdaptiveBinaryArithmeticCoding H.264Conclusion ComparativeStudyoftheMPEG-4andH.264Codecs Introduction Intra-frame Coding and Prediction Inter-frame Prediction and Motion Compensation TransformCodingandQuantization EntropyCoding De-blocking Filter PerformanceResults Introduction MPEG-4Performance H.264Performance ComparativeStudy SummaryandConclusions MPEG-4 Bitstream and Bit-sensitivity Study Motivation StructureofCodedVisualData VideoData Still Texture Data MeshData FaceAnimationParameterData VisualBitstreamSyntax StartCodes Introduction to Error-resilient Video Encoding Error-resilient Video Coding in MPEG Error-resilience Tools in MPEG Resynchronization Data Partitioning ReversibleVariable-lengthCodes HeaderExtensionCode MPEG-4Bit-sensitivityStudy Objectives Introduction SimulatedCodingStatistics EffectsofErrors ChapterConclusions HSDPA-like and Turbo-style Adaptive Single- and Multi-carrier Video Systems Turbo-equalized H.263-based Videophony for GSM/GPRS Motivation and Background SystemParameters TurboEqualization Turbo-equalizationPerformance...465

SDH/SONET Explained in Functional Models

SDH/SONET Explained in Functional Models SDH/SONET Explained in Functional Models Modeling the Optical Transport Network Huub van Helvoort Networking Consultant, the Netherlands SDH/SONET Explained in Functional Models SDH/SONET Explained in

More information

Next Generation Networks Perspectives and Potentials. Dr Jingming Li Salina LiSalina Consulting, Switzerland Pascal Salina Swisscom SA, Switzerland

Next Generation Networks Perspectives and Potentials. Dr Jingming Li Salina LiSalina Consulting, Switzerland Pascal Salina Swisscom SA, Switzerland Next Generation Networks Perspectives and Potentials Dr Jingming Li Salina LiSalina Consulting, Switzerland Pascal Salina Swisscom SA, Switzerland Next Generation Networks Next Generation Networks Perspectives

More information

QoS OVER HETEROGENEOUS NETWORKS

QoS OVER HETEROGENEOUS NETWORKS QoS OVER HETEROGENEOUS NETWORKS Mario Marchese Department of Communications, Computer and System Science University of Genoa, Italy QoS OVER HETEROGENEOUS NETWORKS QoS OVER HETEROGENEOUS NETWORKS Mario

More information

Multimedia Messaging Service

Multimedia Messaging Service Multimedia Messaging Service An Engineering Approach to MMS Gwenaël Le Bodic Alcatel, France Multimedia Messaging Service Multimedia Messaging Service An Engineering Approach to MMS Gwenaël Le Bodic

More information

S60 Programming A Tutorial Guide

S60 Programming A Tutorial Guide S60 Programming A Tutorial Guide S60 Programming A Tutorial Guide Paul Coulton, Reuben Edwards With Helen Clemson Reviewed by Alex Wilbur, Alastair Milne, Filippo Finelli, Graeme Duncan, Iain Campbell,

More information

Network Convergence. Services, Applications, Transport, and Operations Support. Hu Hanrahan. John Wiley & Sons, Ltd

Network Convergence. Services, Applications, Transport, and Operations Support. Hu Hanrahan. John Wiley & Sons, Ltd Network Convergence Network Convergence Services, Applications, Transport, and Operations Support Hu Hanrahan University of the Witwatersrand, Johannesburg, South Africa John Wiley & Sons, Ltd Copyright

More information

Advanced Wireless Networks

Advanced Wireless Networks Advanced Wireless Networks 4G Technologies Savo G. Glisic University of Oulu, Finland Advanced Wireless Networks Advanced Wireless Networks 4G Technologies Savo G. Glisic University of Oulu, Finland

More information

COMPUTATIONAL DYNAMICS

COMPUTATIONAL DYNAMICS COMPUTATIONAL DYNAMICS THIRD EDITION AHMED A. SHABANA Richard and Loan Hill Professor of Engineering University of Illinois at Chicago A John Wiley and Sons, Ltd., Publication COMPUTATIONAL DYNAMICS COMPUTATIONAL

More information

FUZZY LOGIC WITH ENGINEERING APPLICATIONS

FUZZY LOGIC WITH ENGINEERING APPLICATIONS FUZZY LOGIC WITH ENGINEERING APPLICATIONS Third Edition Timothy J. Ross University of New Mexico, USA A John Wiley and Sons, Ltd., Publication FUZZY LOGIC WITH ENGINEERING APPLICATIONS Third Edition FUZZY

More information

Exploiting Distributed Resources in Wireless, Mobile and Social Networks Frank H. P. Fitzek and Marcos D. Katz

Exploiting Distributed Resources in Wireless, Mobile and Social Networks Frank H. P. Fitzek and Marcos D. Katz MOBILE CLOUDS Exploiting Distributed Resources in Wireless, Mobile and Social Networks Frank H. P. Fitzek and Marcos D. Katz MOBILE CLOUDS MOBILE CLOUDS EXPLOITING DISTRIBUTED RESOURCES IN WIRELESS,

More information

EMERGING WIRELESS MULTIMEDIA SERVICES AND TECHNOLOGIES

EMERGING WIRELESS MULTIMEDIA SERVICES AND TECHNOLOGIES EMERGING WIRELESS MULTIMEDIA SERVICES AND TECHNOLOGIES Edited by Apostolis K. Salkintzis Motorola, Greece Nikos Passas University of Athens, Greece EMERGING WIRELESS MULTIMEDIA EMERGING WIRELESS MULTIMEDIA

More information

Digital Data Integrity

Digital Data Integrity Digital Data Integrity The Evolution from Passive Protection to Active Management DAVID B. LITTLE SKIP FARMER OUSSAMA EL- HILALI Symantec Corporation, USA Digital Data Integrity Digital Data Integrity

More information

Applied C# in Financial Markets. Martin Worner

Applied C# in Financial Markets. Martin Worner Applied C# in Financial Markets Martin Worner Applied C# in Financial Markets Wiley Finance Series Investment Risk Management Yen Yee Chong Understanding International Bank Risk Andrew Fight Global Credit

More information

ADVANCED CELLULAR NETWORK PLANNING AND OPTIMISATION 2G/2.5G/3G... EVOLUTION TO 4G

ADVANCED CELLULAR NETWORK PLANNING AND OPTIMISATION 2G/2.5G/3G... EVOLUTION TO 4G ADVANCED CELLULAR NETWORK PLANNING AND OPTIMISATION 2G/2.5G/3G... EVOLUTION TO 4G Edited by Ajay R Mishra Nokia Networks ADVANCED CELLULAR NETWORK PLANNING AND OPTIMISATION ADVANCED CELLULAR NETWORK

More information

Semantic Web Technologies Trends and Research in Ontology-based Systems

Semantic Web Technologies Trends and Research in Ontology-based Systems Semantic Web Technologies Trends and Research in Ontology-based Systems John Davies BT, UK Rudi Studer University of Karlsruhe, Germany Paul Warren BT, UK Semantic Web Technologies Semantic Web Technologies

More information

THE H.264 ADVANCED VIDEO COMPRESSION STANDARD

THE H.264 ADVANCED VIDEO COMPRESSION STANDARD THE H.264 ADVANCED VIDEO COMPRESSION STANDARD Second Edition Iain E. Richardson Vcodex Limited, UK WILEY A John Wiley and Sons, Ltd., Publication About the Author Preface Glossary List of Figures List

More information

Inside Symbian SQL. Lead Authors Ivan Litovski with Richard Maynard. Head of Technical Communications, Symbian Foundation Jo Stichbury

Inside Symbian SQL. Lead Authors Ivan Litovski with Richard Maynard. Head of Technical Communications, Symbian Foundation Jo Stichbury Inside Symbian SQL A Mobile Developer s Guide to SQLite Lead Authors Ivan Litovski with Richard Maynard With James Aley, Philip Cheung, James Clarke, Lorraine Martin, Philip Neal, Mike Owens, Martin Platts

More information

GSM Architecture, Protocols and Services Third Edition

GSM Architecture, Protocols and Services Third Edition GSM Architecture, Protocols and Services Third Edition GSM Architecture, Protocols and Services Third Edition 2009 John Wiley & Sons, Ltd. ISBN: 978-0- 470-03070- 7 J. E be rs pä c he r, H. -J. Vöge l,

More information

Internet Security Cryptographic Principles, Algorithms and Protocols

Internet Security Cryptographic Principles, Algorithms and Protocols Internet Security Cryptographic Principles, Algorithms and Protocols Man Young Rhee School of Electrical and Computer Engineering Seoul National University, Republic of Korea Internet Security Internet

More information

SPECTRAL ELEMENT METHOD IN STRUCTURAL DYNAMICS

SPECTRAL ELEMENT METHOD IN STRUCTURAL DYNAMICS SPECTRAL ELEMENT METHOD IN STRUCTURAL DYNAMICS Usik Lee Inha University, Republic of Korea SPECTRAL ELEMENT METHOD IN STRUCTURAL DYNAMICS SPECTRAL ELEMENT METHOD IN STRUCTURAL DYNAMICS Usik Lee Inha

More information

4G WIRELESS VIDEO COMMUNICATIONS

4G WIRELESS VIDEO COMMUNICATIONS 4G WIRELESS VIDEO COMMUNICATIONS Haohong Wang Marvell Semiconductors, USA Lisimachos P. Kondi University of Ioannina, Greece Ajay Luthra Motorola, USA Song Ci University of Nebraska-Lincoln, USA WILEY

More information

Symbian OS Communications Programming. 2nd Edition

Symbian OS Communications Programming. 2nd Edition Symbian OS Communications Programming 2nd Edition Symbian OS Communications Programming 2nd Edition By Iain Campbell With Dale Self, Emlyn Howell, Ian Bunning, Ibrahim Rahman, Lucy Caffery, Malcolm Box,

More information

SHORT MESSAGE SERVICE (SMS)

SHORT MESSAGE SERVICE (SMS) SHORT MESSAGE SERVICE (SMS) THE CREATION OF PERSONAL GLOBAL TEXT MESSAGING Friedhelm Hillebrand (Editor) Hillebrand & Partners, Germany Finn Trosby Telenor, Norway Kevin Holley Telefónica Europe, UK Ian

More information

Speech in Mobile and Pervasive Environments

Speech in Mobile and Pervasive Environments Speech in Mobile and Pervasive Environments Wiley Series on Wireless Communications and Mobile Computing Series Editors: Dr Xuemin (Sherman) Shen, University of Waterloo, Canada Dr Yi Pan, Georgia State

More information

MPEG-l.MPEG-2, MPEG-4

MPEG-l.MPEG-2, MPEG-4 The MPEG Handbook MPEG-l.MPEG-2, MPEG-4 Second edition John Watkinson PT ^PVTPR AMSTERDAM BOSTON HEIDELBERG LONDON. NEW YORK OXFORD PARIS SAN DIEGO SAN FRANCISCO SINGAPORE SYDNEY TOKYO Focal Press is an

More information

GSM Architecture, Protocols and Services

GSM Architecture, Protocols and Services GSM Architecture, Protocols and Services Third Edition Jörg Eberspächer Technische Universität München, Germany Hans-Jörg Vögel BMW Group Research & Technology, Germany Christian Bettstetter University

More information

Network Performance Analysis

Network Performance Analysis Network Performance Analysis Network Performance Analysis Thomas Bonald Mathieu Feuillet Series Editor Pierre-Noël Favennec First published 2011 in Great Britain and the United States by ISTE Ltd and

More information

TOWARDS THE SEMANTIC WEB

TOWARDS THE SEMANTIC WEB TOWARDS THE SEMANTIC WEB Ontology-driven Knowledge Management Edited by Dr John Davies British Telecommunications plc ProfessorDieterFensel University of Innsbruck, Austria and Professor Frank van Harmelen

More information

LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS DINESH C. VERMA IBM T. J. Watson Research Center A JOHN WILEY & SONS, INC., PUBLICATION

LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS DINESH C. VERMA IBM T. J. Watson Research Center A JOHN WILEY & SONS, INC., PUBLICATION LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS DINESH C. VERMA IBM T. J. Watson Research Center A JOHN WILEY & SONS, INC., PUBLICATION LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS LEGITIMATE APPLICATIONS

More information

The Internet of Things

The Internet of Things The Internet of Things The Internet of Things Connecting Objects to the Web Edited by Hakima Chaouchi First published 2010 in Great Britain and the United States by ISTE Ltd and John Wiley & Sons, Inc.

More information

MPEG-4: Simple Profile (SP)

MPEG-4: Simple Profile (SP) MPEG-4: Simple Profile (SP) I-VOP (Intra-coded rectangular VOP, progressive video format) P-VOP (Inter-coded rectangular VOP, progressive video format) Short Header mode (compatibility with H.263 codec)

More information

LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS

LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS DINESH C. VERMA IBM T. J. Watson Research Center A JOHN WILEY & SONS, INC., PUBLICATION LEGITIMATE APPLICATIONS OF PEER-TO-PEER NETWORKS LEGITIMATE APPLICATIONS

More information

Video Codec Design Developing Image and Video Compression Systems

Video Codec Design Developing Image and Video Compression Systems Video Codec Design Developing Image and Video Compression Systems Iain E. G. Richardson The Robert Gordon University, Aberdeen, UK JOHN WILEY & SONS, LTD Contents 1 Introduction l 1.1 Image and Video Compression

More information

Relational Database Index Design and the Optimizers

Relational Database Index Design and the Optimizers Relational Database Index Design and the Optimizers DB2, Oracle, SQL Server, et al. Tapio Lahdenmäki Michael Leach A JOHN WILEY & SONS, INC., PUBLICATION Relational Database Index Design and the Optimizers

More information

Video Compression Standards (II) A/Prof. Jian Zhang

Video Compression Standards (II) A/Prof. Jian Zhang Video Compression Standards (II) A/Prof. Jian Zhang NICTA & CSE UNSW COMP9519 Multimedia Systems S2 2009 jzhang@cse.unsw.edu.au Tutorial 2 : Image/video Coding Techniques Basic Transform coding Tutorial

More information

MULTIDIMENSIONAL SIGNAL, IMAGE, AND VIDEO PROCESSING AND CODING

MULTIDIMENSIONAL SIGNAL, IMAGE, AND VIDEO PROCESSING AND CODING MULTIDIMENSIONAL SIGNAL, IMAGE, AND VIDEO PROCESSING AND CODING JOHN W. WOODS Rensselaer Polytechnic Institute Troy, New York»iBllfllfiii.. i. ELSEVIER AMSTERDAM BOSTON HEIDELBERG LONDON NEW YORK OXFORD

More information

Validation of Communications Systems with SDL The Art of SDL Simulation and Reachability Analysis

Validation of Communications Systems with SDL The Art of SDL Simulation and Reachability Analysis Validation of Communications Systems with SDL The Art of SDL Simulation and Reachability Analysis Laurent Doldi TransMeth Sud-Ouest, France Validation of Communications Systems with SDL Validation of

More information

Advanced Video Coding: The new H.264 video compression standard

Advanced Video Coding: The new H.264 video compression standard Advanced Video Coding: The new H.264 video compression standard August 2003 1. Introduction Video compression ( video coding ), the process of compressing moving images to save storage space and transmission

More information

Real-Time Optimization by Extremum-Seeking Control

Real-Time Optimization by Extremum-Seeking Control Real-Time Optimization by Extremum-Seeking Control Real-Time Optimization by Extremum-Seeking Control KARTIK B. ARIYUR MIROSLAV KRSTIĆ A JOHN WILEY & SONS, INC., PUBLICATION Copyright 2003 by John Wiley

More information

Standard Codecs. Image compression to advanced video coding. Mohammed Ghanbari. 3rd Edition. The Institution of Engineering and Technology

Standard Codecs. Image compression to advanced video coding. Mohammed Ghanbari. 3rd Edition. The Institution of Engineering and Technology Standard Codecs Image compression to advanced video coding 3rd Edition Mohammed Ghanbari The Institution of Engineering and Technology Contents Preface to first edition Preface to second edition Preface

More information

Georgios Tziritas Computer Science Department

Georgios Tziritas Computer Science Department New Video Coding standards MPEG-4, HEVC Georgios Tziritas Computer Science Department http://www.csd.uoc.gr/~tziritas 1 MPEG-4 : introduction Motion Picture Expert Group Publication 1998 (Intern. Standardization

More information

Video Compression An Introduction

Video Compression An Introduction Video Compression An Introduction The increasing demand to incorporate video data into telecommunications services, the corporate environment, the entertainment industry, and even at home has made digital

More information

Algorithms and Parallel Computing

Algorithms and Parallel Computing Algorithms and Parallel Computing Algorithms and Parallel Computing Fayez Gebali University of Victoria, Victoria, BC A John Wiley & Sons, Inc., Publication Copyright 2011 by John Wiley & Sons, Inc. All

More information

COSO Enterprise Risk Management

COSO Enterprise Risk Management COSO Enterprise Risk Management COSO Enterprise Risk Management Establishing Effective Governance, Risk, and Compliance Processes Second Edition ROBERT R. MOELLER John Wiley & Sons, Inc. Copyright # 2007,

More information

INFORMATION RETRIEVAL: SEARCHING IN THE 21ST CENTURY

INFORMATION RETRIEVAL: SEARCHING IN THE 21ST CENTURY INFORMATION RETRIEVAL: SEARCHING IN THE 21ST CENTURY Ayşe Göker City University London, UK John Davies BT, UK A John Wiley and Sons, Ltd., Publication INFORMATION RETRIEVAL INFORMATION RETRIEVAL: SEARCHING

More information

PREFACE...XIII ACKNOWLEDGEMENTS...XV

PREFACE...XIII ACKNOWLEDGEMENTS...XV Contents PREFACE...XIII ACKNOWLEDGEMENTS...XV 1. MULTIMEDIA SYSTEMS...1 1.1 OVERVIEW OF MPEG-2 SYSTEMS...1 SYSTEMS AND SYNCHRONIZATION...1 TRANSPORT SYNCHRONIZATION...2 INTER-MEDIA SYNCHRONIZATION WITH

More information

Week 14. Video Compression. Ref: Fundamentals of Multimedia

Week 14. Video Compression. Ref: Fundamentals of Multimedia Week 14 Video Compression Ref: Fundamentals of Multimedia Last lecture review Prediction from the previous frame is called forward prediction Prediction from the next frame is called forward prediction

More information

The VC-1 and H.264 Video Compression Standards for Broadband Video Services

The VC-1 and H.264 Video Compression Standards for Broadband Video Services The VC-1 and H.264 Video Compression Standards for Broadband Video Services by Jae-Beom Lee Sarnoff Corporation USA Hari Kalva Florida Atlantic University USA 4y Sprin ger Contents PREFACE ACKNOWLEDGEMENTS

More information

10.2 Video Compression with Motion Compensation 10.4 H H.263

10.2 Video Compression with Motion Compensation 10.4 H H.263 Chapter 10 Basic Video Compression Techniques 10.11 Introduction to Video Compression 10.2 Video Compression with Motion Compensation 10.3 Search for Motion Vectors 10.4 H.261 10.5 H.263 10.6 Further Exploration

More information

Module 8: Video Coding Basics Lecture 42: Sub-band coding, Second generation coding, 3D coding. The Lecture Contains: Performance Measures

Module 8: Video Coding Basics Lecture 42: Sub-band coding, Second generation coding, 3D coding. The Lecture Contains: Performance Measures The Lecture Contains: Performance Measures file:///d /...Ganesh%20Rana)/MY%20COURSE_Ganesh%20Rana/Prof.%20Sumana%20Gupta/FINAL%20DVSP/lecture%2042/42_1.htm[12/31/2015 11:57:52 AM] 3) Subband Coding It

More information

PROGRAMMING MOBILE DEVICES

PROGRAMMING MOBILE DEVICES PROGRAMMING MOBILE DEVICES Programming Mobile Devices: An Introduction for Practitioners 2007 J ohn Wiley & Sons, Ltd. ISBN: 0-470-05738-6 Tommi Mikkonen PROGRAMMING MOBILE DEVICES AN INTRODUCTION FOR

More information

DIGITAL VIDEO DISTRIBUTION IN BROADBAND, TELEVISION, MOBILE AND CONVERGED NETWORKS

DIGITAL VIDEO DISTRIBUTION IN BROADBAND, TELEVISION, MOBILE AND CONVERGED NETWORKS DIGITAL VIDEO DISTRIBUTION IN BROADBAND, TELEVISION, MOBILE AND CONVERGED NETWORKS TRENDS, CHALLENGES AND SOLUTIONS Sanjoy Paul, Ph.D Formerly of Bell Labs and WINLAB, Rutgers University, USA, now of Infosys

More information

IP MULTICAST WITH APPLICATIONS TO IPTV AND MOBILE DVB-H

IP MULTICAST WITH APPLICATIONS TO IPTV AND MOBILE DVB-H IP MULTICAST WITH APPLICATIONS TO IPTV AND MOBILE DVB-H Daniel Minoli A JOHN WILEY & SONS, INC., PUBLICATION IP MULTICAST WITH APPLICATIONS TO IPTV AND MOBILE DVB-H IP MULTICAST WITH APPLICATIONS TO

More information

Wireless Sensor Network Designs. Anna Hać University of Hawaii at Manoa, Honolulu, USA

Wireless Sensor Network Designs. Anna Hać University of Hawaii at Manoa, Honolulu, USA Wireless Sensor Network Designs Anna Hać University of Hawaii at Manoa, Honolulu, USA Wireless Sensor Network Designs Wireless Sensor Network Designs Anna Hać University of Hawaii at Manoa, Honolulu,

More information

An Introduction to Programming with IDL

An Introduction to Programming with IDL An Introduction to Programming with IDL Interactive Data Language Kenneth P. Bowman Department of Atmospheric Sciences Texas A&M University AMSTERDAM BOSTON HEIDELBERG LONDON NEW YORK OXFORD PARIS SAN

More information

HASHING IN COMPUTER SCIENCE FIFTY YEARS OF SLICING AND DICING

HASHING IN COMPUTER SCIENCE FIFTY YEARS OF SLICING AND DICING HASHING IN COMPUTER SCIENCE FIFTY YEARS OF SLICING AND DICING Alan G. Konheim JOHN WILEY & SONS, INC., PUBLICATION HASHING IN COMPUTER SCIENCE HASHING IN COMPUTER SCIENCE FIFTY YEARS OF SLICING AND DICING

More information

Multi-Core Programming

Multi-Core Programming Multi-Core Programming Increasing Performance through Software Multi-threading Shameem Akhter Jason Roberts Intel PRESS Copyright 2006 Intel Corporation. All rights reserved. ISBN 0-9764832-4-6 No part

More information

Middleware for Communications

Middleware for Communications Middleware for Communications Edited by Qusay H. Mahmoud University of Guelph, Canada Middleware for Communications Middleware for Communications Edited by Qusay H. Mahmoud University of Guelph, Canada

More information

Concrete Abstractions

Concrete Abstractions Concrete Abstractions Concrete Abstractions An Introduction to Computer Science Using Scheme Max Hailperin Gustavus Adolphus College Barbara Kaiser Gustavus Adolphus College Karl Knight Gustavus Adolphus

More information

Digital Video Processing

Digital Video Processing Video signal is basically any sequence of time varying images. In a digital video, the picture information is digitized both spatially and temporally and the resultant pixel intensities are quantized.

More information

7 Windows Tweaks. A Comprehensive Guide to Customizing, Increasing Performance, and Securing Microsoft Windows 7. Steve Sinchak

7 Windows Tweaks. A Comprehensive Guide to Customizing, Increasing Performance, and Securing Microsoft Windows 7. Steve Sinchak Take control of Windows 7 Unlock hidden settings Rev up your network Disable features you hate, for good Fine-tune User Account control Turbocharge online speed Master the taskbar and start button Customize

More information

The Essential Guide to Video Processing

The Essential Guide to Video Processing The Essential Guide to Video Processing Second Edition EDITOR Al Bovik Department of Electrical and Computer Engineering The University of Texas at Austin Austin, Texas AMSTERDAM BOSTON HEIDELBERG LONDON

More information

Microprocessor Theory

Microprocessor Theory Microprocessor Theory and Applications with 68000/68020 and Pentium M. RAFIQUZZAMAN, Ph.D. Professor California State Polytechnic University Pomona, California and President Rafi Systems, Inc. WILEY A

More information

Zonal MPEG-2. Cheng-Hsiung Hsieh *, Chen-Wei Fu and Wei-Lung Hung

Zonal MPEG-2. Cheng-Hsiung Hsieh *, Chen-Wei Fu and Wei-Lung Hung International Journal of Applied Science and Engineering 2007. 5, 2: 151-158 Zonal MPEG-2 Cheng-Hsiung Hsieh *, Chen-Wei Fu and Wei-Lung Hung Department of Computer Science and Information Engineering

More information

TASK SCHEDULING FOR PARALLEL SYSTEMS

TASK SCHEDULING FOR PARALLEL SYSTEMS TASK SCHEDULING FOR PARALLEL SYSTEMS Oliver Sinnen Department of Electrical and Computer Engineering The University of Aukland New Zealand TASK SCHEDULING FOR PARALLEL SYSTEMS TASK SCHEDULING FOR PARALLEL

More information

ethernet networks Fourth Edition GILBERT HELD Design Implementation Operation Management 4-Degree Consulting, Macon, Georgia, USA

ethernet networks Fourth Edition GILBERT HELD Design Implementation Operation Management 4-Degree Consulting, Macon, Georgia, USA ethernet networks Fourth Edition Design Implementation Operation Management GILBERT HELD 4-Degree Consulting, Macon, Georgia, USA ethernet networks Fourth Edition Books by Gilbert Held, published by Wiley

More information

Lecture 5: Error Resilience & Scalability

Lecture 5: Error Resilience & Scalability Lecture 5: Error Resilience & Scalability Dr Reji Mathew A/Prof. Jian Zhang NICTA & CSE UNSW COMP9519 Multimedia Systems S 010 jzhang@cse.unsw.edu.au Outline Error Resilience Scalability Including slides

More information

Chapter 10. Basic Video Compression Techniques Introduction to Video Compression 10.2 Video Compression with Motion Compensation

Chapter 10. Basic Video Compression Techniques Introduction to Video Compression 10.2 Video Compression with Motion Compensation Chapter 10 Basic Video Compression Techniques 10.1 Introduction to Video Compression 10.2 Video Compression with Motion Compensation 10.3 Search for Motion Vectors 10.4 H.261 10.5 H.263 10.6 Further Exploration

More information

Pyramid Coding and Subband Coding

Pyramid Coding and Subband Coding Pyramid Coding and Subband Coding Predictive pyramids Transform pyramids Subband coding Perfect reconstruction filter banks Quadrature mirror filter banks Octave band splitting Transform coding as a special

More information

Welcome Back to Fundamentals of Multimedia (MR412) Fall, 2012 Chapter 10 ZHU Yongxin, Winson

Welcome Back to Fundamentals of Multimedia (MR412) Fall, 2012 Chapter 10 ZHU Yongxin, Winson Welcome Back to Fundamentals of Multimedia (MR412) Fall, 2012 Chapter 10 ZHU Yongxin, Winson zhuyongxin@sjtu.edu.cn Basic Video Compression Techniques Chapter 10 10.1 Introduction to Video Compression

More information

Using animation to motivate motion

Using animation to motivate motion Using animation to motivate motion In computer generated animation, we take an object and mathematically render where it will be in the different frames Courtesy: Wikipedia Given the rendered frames (or

More information

MPEG-7 Audio and Beyond

MPEG-7 Audio and Beyond MPEG-7 Audio and Beyond Audio Content Indexing and Retrieval Hyoung-Gook Kim Samsung Advanced Institute of Technology, Korea Nicolas Moreau Technical University of Berlin, Germany Thomas Sikora Communication

More information

Cloud Phone Systems. Andrew Moore. Making Everything Easier! Nextiva Special Edition. Learn:

Cloud Phone Systems. Andrew Moore. Making Everything Easier! Nextiva Special Edition. Learn: Making Everything Easier! Nextiva Special Edition Cloud Phone Systems Learn: What cloud phone systems are and how they can benefit your company About the many advantages a cloud phone system offers Features

More information

EE Multimedia Signal Processing. Scope & Features. Scope & Features. Multimedia Signal Compression VI (MPEG-4, 7)

EE Multimedia Signal Processing. Scope & Features. Scope & Features. Multimedia Signal Compression VI (MPEG-4, 7) EE799 -- Multimedia Signal Processing Multimedia Signal Compression VI (MPEG-4, 7) References: 1. http://www.mpeg.org 2. http://drogo.cselt.stet.it/mpeg/ 3. T. Berahimi and M.Kunt, Visual data compression

More information

COMPONENT-ORIENTED PROGRAMMING

COMPONENT-ORIENTED PROGRAMMING COMPONENT-ORIENTED PROGRAMMING COMPONENT-ORIENTED PROGRAMMING ANDY JU AN WANG KAI QIAN Southern Polytechnic State University Marietta, Georgia A JOHN WILEY & SONS, INC., PUBLICATION Copyright 2005 by John

More information

ADAPTIVE JOINT H.263-CHANNEL CODING FOR MEMORYLESS BINARY CHANNELS

ADAPTIVE JOINT H.263-CHANNEL CODING FOR MEMORYLESS BINARY CHANNELS ADAPTIVE JOINT H.263-CHANNEL ING FOR MEMORYLESS BINARY CHANNELS A. Navarro, J. Tavares Aveiro University - Telecommunications Institute, 38 Aveiro, Portugal, navarro@av.it.pt Abstract - The main purpose

More information

Mastering UNIX Shell Scripting

Mastering UNIX Shell Scripting Mastering UNIX Shell Scripting Bash, Bourne, and Korn Shell Scripting for Programmers, System Administrators, and UNIX Gurus Second Edition Randal K. Michael Wiley Publishing, Inc. Mastering UNIX Shell

More information

Interframe coding A video scene captured as a sequence of frames can be efficiently coded by estimating and compensating for motion between frames pri

Interframe coding A video scene captured as a sequence of frames can be efficiently coded by estimating and compensating for motion between frames pri MPEG MPEG video is broken up into a hierarchy of layer From the top level, the first layer is known as the video sequence layer, and is any self contained bitstream, for example a coded movie. The second

More information

Video Compression MPEG-4. Market s requirements for Video compression standard

Video Compression MPEG-4. Market s requirements for Video compression standard Video Compression MPEG-4 Catania 10/04/2008 Arcangelo Bruna Market s requirements for Video compression standard Application s dependent Set Top Boxes (High bit rate) Digital Still Cameras (High / mid

More information

Video Traces for Network Performance Evaluation

Video Traces for Network Performance Evaluation Video Traces for Network Performance Evaluation A Comprehensive Overview and Guide on Video Traces and Their Utilization in Networking Research by PATRICK SEELING Arizona State University, AZ, U.S.A. FRANK

More information

Excel for Chemists. Second Edition

Excel for Chemists. Second Edition Excel for Chemists Second Edition This page intentionally left blank ExceL for Chemists A Comprehensive Guide Second Edition E. Joseph Billo Department of Chemistry Boston College Chestnut Hill, Massachusetts

More information

Video coding. Concepts and notations.

Video coding. Concepts and notations. TSBK06 video coding p.1/47 Video coding Concepts and notations. A video signal consists of a time sequence of images. Typical frame rates are 24, 25, 30, 50 and 60 images per seconds. Each image is either

More information

Pyramid Coding and Subband Coding

Pyramid Coding and Subband Coding Pyramid Coding and Subband Coding! Predictive pyramids! Transform pyramids! Subband coding! Perfect reconstruction filter banks! Quadrature mirror filter banks! Octave band splitting! Transform coding

More information

Wavelet-Based Video Compression Using Long-Term Memory Motion-Compensated Prediction and Context-Based Adaptive Arithmetic Coding

Wavelet-Based Video Compression Using Long-Term Memory Motion-Compensated Prediction and Context-Based Adaptive Arithmetic Coding Wavelet-Based Video Compression Using Long-Term Memory Motion-Compensated Prediction and Context-Based Adaptive Arithmetic Coding Detlev Marpe 1, Thomas Wiegand 1, and Hans L. Cycon 2 1 Image Processing

More information

Modern Experimental Design

Modern Experimental Design Modern Experimental Design THOMAS P. RYAN Acworth, GA Modern Experimental Design Modern Experimental Design THOMAS P. RYAN Acworth, GA Copyright C 2007 by John Wiley & Sons, Inc. All rights reserved.

More information

Module 6 STILL IMAGE COMPRESSION STANDARDS

Module 6 STILL IMAGE COMPRESSION STANDARDS Module 6 STILL IMAGE COMPRESSION STANDARDS Lesson 19 JPEG-2000 Error Resiliency Instructional Objectives At the end of this lesson, the students should be able to: 1. Name two different types of lossy

More information

VIDEO COMPRESSION STANDARDS

VIDEO COMPRESSION STANDARDS VIDEO COMPRESSION STANDARDS Family of standards: the evolution of the coding model state of the art (and implementation technology support): H.261: videoconference x64 (1988) MPEG-1: CD storage (up to

More information

Lecture 5: Video Compression Standards (Part2) Tutorial 3 : Introduction to Histogram

Lecture 5: Video Compression Standards (Part2) Tutorial 3 : Introduction to Histogram Lecture 5: Video Compression Standards (Part) Tutorial 3 : Dr. Jian Zhang Conjoint Associate Professor NICTA & CSE UNSW COMP9519 Multimedia Systems S 006 jzhang@cse.unsw.edu.au Introduction to Histogram

More information

Motion Estimation. Original. enhancement layers. Motion Compensation. Baselayer. Scan-Specific Entropy Coding. Prediction Error.

Motion Estimation. Original. enhancement layers. Motion Compensation. Baselayer. Scan-Specific Entropy Coding. Prediction Error. ON VIDEO SNR SCALABILITY Lisimachos P. Kondi, Faisal Ishtiaq and Aggelos K. Katsaggelos Northwestern University Dept. of Electrical and Computer Engineering 2145 Sheridan Road Evanston, IL 60208 E-Mail:

More information

Combined Copyright Protection and Error Detection Scheme for H.264/AVC

Combined Copyright Protection and Error Detection Scheme for H.264/AVC Combined Copyright Protection and Error Detection Scheme for H.264/AVC XIAOMING CHEN, YUK YING CHUNG, FANGFEI XU, AHMED FAWZI OTOOM, *CHANGSEOK BAE School of Information Technologies, The University of

More information

Introduction to Video Compression

Introduction to Video Compression Insight, Analysis, and Advice on Signal Processing Technology Introduction to Video Compression Jeff Bier Berkeley Design Technology, Inc. info@bdti.com http://www.bdti.com Outline Motivation and scope

More information

Practical Database Programming with Visual Basic.NET

Practical Database Programming with Visual Basic.NET Practical Database Programming with Visual Basic.NET IEEE Press 445 Hoes Lane Piscataway, NJ 08854 IEEE Press Editorial Board Lajos Hanzo, Editor in Chief R. Abari M. El-Hawary S. Nahavandi J. Anderson

More information

DIFFERENTIAL EQUATION ANALYSIS IN BIOMEDICAL SCIENCE AND ENGINEERING

DIFFERENTIAL EQUATION ANALYSIS IN BIOMEDICAL SCIENCE AND ENGINEERING DIFFERENTIAL EQUATION ANALYSIS IN BIOMEDICAL SCIENCE AND ENGINEERING DIFFERENTIAL EQUATION ANALYSIS IN BIOMEDICAL SCIENCE AND ENGINEERING ORDINARY DIFFERENTIAL EQUATION APPLICATIONS WITH R William E. Schiesser

More information

Video Coding Standards: H.261, H.263 and H.26L

Video Coding Standards: H.261, H.263 and H.26L 5 Video Coding Standards: H.261, H.263 and H.26L Video Codec Design Iain E. G. Richardson Copyright q 2002 John Wiley & Sons, Ltd ISBNs: 0-471-48553-5 (Hardback); 0-470-84783-2 (Electronic) 5.1 INTRODUCTION

More information

JPEG Descrizione ed applicazioni. Arcangelo Bruna. Advanced System Technology

JPEG Descrizione ed applicazioni. Arcangelo Bruna. Advanced System Technology JPEG 2000 Descrizione ed applicazioni Arcangelo Bruna Market s requirements for still compression standard Application s dependent Digital Still Cameras (High / mid / low bit rate) Mobile multimedia (Low

More information

WIRELESS SENSOR NETWORKS A Networking Perspective Edited by Jun Zheng Abbas Jamalipour A JOHN WILEY & SONS, INC., PUBLICATION WIRELESS SENSOR NETWORKS IEEE Press 445 Hoes Lane Piscataway, NJ 08854 IEEE

More information

SDH/SONET Explained in Functional Models

SDH/SONET Explained in Functional Models SDH/SONET Explained in Functional Models Modeling the Optical Transport Network Huub van Helvoort Networking Consultant, the Netherlands SDH/SONET Explained in Functional Models SDH/SONET Explained in

More information

Image and Video Compression for Multimedia Engineering

Image and Video Compression for Multimedia Engineering Image and Video Compression for Multimedia Engineering Fundamentals, Algorithms, and Standards Second Edition Yun Q. Shi New Jersey Institute of Technology Netvark, New Jersey, USA Huifang Sun Mitsubishi

More information

Digital Signal Processing System Design: LabVIEW-Based Hybrid Programming Nasser Kehtarnavaz

Digital Signal Processing System Design: LabVIEW-Based Hybrid Programming Nasser Kehtarnavaz Digital Signal Processing System Design: LabVIEW-Based Hybrid Programming Nasser Kehtarnavaz Digital Signal Processing System Design: LabVIEW-Based Hybrid Programming by Nasser Kehtarnavaz University

More information

Outline Introduction MPEG-2 MPEG-4. Video Compression. Introduction to MPEG. Prof. Pratikgiri Goswami

Outline Introduction MPEG-2 MPEG-4. Video Compression. Introduction to MPEG. Prof. Pratikgiri Goswami to MPEG Prof. Pratikgiri Goswami Electronics & Communication Department, Shree Swami Atmanand Saraswati Institute of Technology, Surat. Outline of Topics 1 2 Coding 3 Video Object Representation Outline

More information