Multimedia content and the semantic web methods, standards and tools

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Datensatz im Suchindex

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adam_text CONTENTS LIST OF CONTRIBUTORS XI FOREWORD - RUDI STUDER XV FOREWORD - A. MURAT TEKALP XVII INTRODUCTION XIX PART ONE: KNOWLEDGE AND MULTIMEDIA 1 MULTIMEDIA CONTENT DESCRIPTION IN MPEG-7 AND MPEG-21 3 FERNANDO PEREIRA AND RIK VAN DE WALLE 1.1 MULTIMEDIA CONTENT DESCRIPTION 3 1.2 MPEG-7: MULTIMEDIA CONTENT DESCRIPTION INTERFACE 6 1.3 MPEG-21: MULTIMEDIA FRAMEWORK 24 1.4 FINAL REMARKS 40 ACKNOWLEDGMENTS 41 REFERENCES 41 2 ONTOLOGY REPRESENTATION AND QUERYING FOR REALIZING SEMANTICS-DRIVEN APPLICATIONS 45 BORIS MOTIK, ALEXANDER MAEDCHE AND RAPHAEL VOLZ 2.1 INTRODUCTION 45 2.2 REQUIREMENTS 46 2.3 ONTOLOGY REPRESENTATION 49 2.4 ONTOLOGY QUERYING 57 2.5 IMPLEMENTATION 61 2.6 RELATEDWORK 66 2.7 CONCLUSION 70 REFERENCES 71 CONTENTS 3 ADDING MULTIMEDIA TO THE SEMANTIC WEB: BUILDING AND APPLYING AN MPEG-7 ONTOLOGY 75 JANE HUNTER 3.1 INTRODUCTION 75 3.2 BUILDING AN MPEG-7 ONTOLOGY 76 3.3 INFERRING SEMANTIC DESCRIPTIONS OF MULTIMEDIA CONTENT 85 3.4 SEMANTIC QUERYING AND PRESENTATION 92 3.5 CONCLUSIONS 94 REFERENCES 95 APPENDIX A 96 APPENDIX B MPEG-7 DESCRIPTION OF A FUEL CELL 99 APPENDIX C OME DESCRIPTION OF FUEL CELL IMAGE 101 APPENDIX D FUSION DESCRIPTION OF A FUEL CELL IMAGE 102 APPENDIX E XML SCHEMA FOR FUSION 103 4 A FUZZY KNOWLEDGE-BASED SYSTEM FOR MULTIMEDIA APPLICATIONS 107 VASSILIS TZOUVARAS, GIORGOS STAMOU AND STEFANOS KOLLIAS 4.1 INTRODUCTION 107 4.2 KNOWLEDGE BASE FORMALIZATION 109 4.3 FUZZY PROPOSITIONAL RULES INFERENCE ENGINE 1 15 4.4 DEMONSTRATION 121 4.5 CONCLUSION AND FUTURE WORK 129 REFERENCES 131 PART TWO: MULTIMEDIA CONTENT ANALYSIS 5 STRUCTURE IDENTIFICATION IN AN AUDIOVISUAL DOCUMENT 135 PHILIPPE JOLY 5.1 INTRODUCTION 135 5.2 SHOT SEGMENTATION 136 5.3 EVALUATION OF SHOT-SEGMENTATION ALGORITHMS 141 5.4 FORMAL DESCRIPTION OF THE VIDEO EDITING WORK 147 5.5 MACROSEGMENTATION 151 5.6 CONCLUSION 157 5.7 ACKNOWLEDGEMENT 158 REFERENCES 158 6 OBJECT-BASED VIDEO INDEXING 163 JENNY BENOIS-PINEAU 6.1 INTRODUCTION 163 6.2 MPEG-7 AS A NORMALIZED FRAMEWORK FOR OBJECT-BASED INDEXING OF VIDEO CONTENT 164 6.3 SPATIO-TEMPORAL SEGMENTATION OF VIDEO FOR OBJECT EXTRACTION 169 6.4 ROUGH INDEXING PARADIGM FOR OBJECT-BASED INDEXING OF COMPRESSED CONTENT 184 CONTENTS VII 6.5 CONCLUSION 199 REFERENCES 200 7 AUTOMATIC EXTRACTION AOD ANALYSIS OF VISUAL OBJECTS INFORMATION 203 XAVIER GIRO, VERONICA VILAPLANA, FERRAN MARQUES AND PHILIPPE SALEMBIER 7.1 INTRODUCTION 203 7.2 OVERVIEW OF THE PROPOSED MODEL 203 7.3 REGION-BASED REPRESENTATION OF IMAGES: THE BINARY PARTITION TREE 205 7.4 PERCEPTUAL MODELLING OF A SEMANTIC CLASS 207 7.5 STRUCTURAL MODELLING OF A SEMANTIC CLASS 212 7.6 CONCLUSIONS 219 ACKNOWLEDGEMENTS 220 REFERENCES 220 8 MINING THE SEMANTICS OF VISUAL CONCEPTS AND CONTEXT 223 MILIND R, NAPHADE AND JOHN R. SMITH 8.1 INTRODUCTION 223 8.2 MODELLING CONCEPTS: SUPPORT VECTOR MACHINES FOR MULTIJECT MODELS 225 8.3 MODELLING CONTEXT: A GRAPHICAL MULTINET MODEL FOR LEARNING AND ENFORCING CONTEXT 226 8.4 EXPERIMENTAL SET-UP AND RESULTS 231 8.5 CONCLUDING REMARKS 233 ACKNOWLEDGEMENT 234 REFERENCES 234 9 MACHINE LEARNING IN MULTIMEDIA 237 NEMANJA PETROVIC, IRA COHEN AND THOMAS S. HUANG 9.1 INTRODUCTION 237 9.2 GRAPHICAL MODELS AND MULTIMEDIA UNDERSTANDING 238 9.3 LEARNING CLASSIFIERS WITH LABELLED AND UNLABELLED DATA 240 9.4 EXAMPLES OF GRAPHICAL MODELS FOR MULTIMEDIA UNDERSTANDING AND COMPUTER VISION 240 9.5 CONCLUSIONS 250 REFERENCES 250 PART THREE: MULTIMEDIA CONTENT MANAGEMENT SYSTEMS AND THE SEMANTIC WEB 10 SEMANTIC WEB APPLICATIONS 255 ALAIN LEGER, PRAMILA MULLAN, SHISHIR GARG AND JEAN CHARLET 10.1 INTRODUCTION 255 10.2 KNOWLEDGE MANAGEMENT AND E-COMMERCE 255 10.3 MEDICAL APPLICATIONS 264 10.4 NATURAL LANGUAGE PROCESSING 267 VIII CONTENTS 10.5 WEB SERVICES 269 10.6 CONCLUSIONS 275 REFERENCES 276 11 MULTIMEDIA INDEXING AND RETRIEVAL USING NATURAL LANGUAGE, SPEECH AND IMAGE PROCESSING METHODS 279 HARRIS PAPAGEORGIOU, PROKOPIS PROKOPIDIS, ATHANASSIOS PROTOPAPAS AND GEORGE CARAYANNIS 11.1 INTRODUCTION 279 11.2 AUDIO CONTENT ANALYSIS 280 11.3 TEXT PROCESSING SUBSYSTEM 283 11.4 IMAGE PROCESSING SUBSYSTEM 285 11.5 INTEGRATION ARCHITECTURE 289 11.6 EVALUATION 291 11.7 RELATED SYSTEMS 293 11.8 CONCLUSION 295 ACKNOWLEDGEMENTS 295 REFERENCES 296 12 KNOWLEDGE-BASED MULTIMEDIA CONTENT INDEXING AND RETRIEVAL 299 MANOLIS WALLACE, YANNIS AVRITHIS, GIORGOS STAMOU AND STEFANOS KOLLIAS 12.1 INTRODUCTION 299 12.2 GENERAL ARCHITECTURE 300 12.3 THE DATA MODELS OF THE SYSTEM 302 12.4 INDEXING OF MULTIMEDIA DOCUMENTS 312 12.5 QUERY ANALYSIS AND PROCESSING 319 12.6 PERSONALIZATION 323 12.7 EXPERIMENTAL RESULTS 329 12.8 EXTENSIONS AND FUTURE WORK 335 REFERENCES 337 13 MULTIMEDIA CONTENT INDEXING AND RETRIEVAL USING AN OBJECT ONTOLOGY 339 IOANNIS KOMPATSIARIS, VASILEIOS MEZARIS AND MICHAEL G. STRINTZIS 13.1 INTRODUCTION 339 13.2 SYSTEM ARCHITECTURE 341 13.3 STILL-IMAGE SEGMENTATION 343 13.4 SPATIO-TEMPORAL SEGMENTATION OF VIDEO SEQUENCES 347 13.5 MPEG-7 LOW-LEVEL INDEXING FEATURES 354 13.6 OBJECT-BASED INDEXING AND RETRIEVAL USING ONTOLOGIES 355 13.7 RELEVANCE FEEDBACK 358 13.8 EXPERIMENTAL RESULTS 359 13.9 CONCLUSIONS 367 ACKNOWLEDGEMENT 368 REFERENCES 368 CONTENTS 14 CONTEXT-BASED VIDEO RETRIEVAL FOR LIFE-LOG APPLICATIONS 373 KIYOHARU AIZAWA AND TETSURO HORI 14.1 INTRODUCTION 373 14.2 LIFE-LOG VIDEO 373 14.3 CAPTURING SYSTEM 376 14.4 RETRIEVAL OF LIFE-LOG VIDEO 376 14.5 CONCLUSIONS 387 REFERENCES 387 INDEX 389
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Chichester Wiley 2005
XXII, 392 S. Ill., graph. Darst.
txt rdacontent
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nc rdacarrier
Inhaltsanalyse - Multimedia - Semantic Web
Information storage and retrieval systems
Multimedia systems
Semantic Web
Information Retrieval (DE-588)4072803-1 gnd rswk-swf
Inhaltsanalyse (DE-588)4027005-1 gnd rswk-swf
Multimedia (DE-588)4192358-3 gnd rswk-swf
Automatische Indexierung (DE-588)4136002-3 gnd rswk-swf
Semantic Web (DE-588)4688372-1 gnd rswk-swf
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Semantic Web (DE-588)4688372-1 s
Inhaltsanalyse (DE-588)4027005-1 s
DE-604
Automatische Indexierung (DE-588)4136002-3 s
Information Retrieval (DE-588)4072803-1 s
Stamou, Giorgos Sonstige oth
OEBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013165619&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle Multimedia content and the semantic web methods, standards and tools
Inhaltsanalyse - Multimedia - Semantic Web
Information storage and retrieval systems
Multimedia systems
Semantic Web
Information Retrieval (DE-588)4072803-1 gnd
Inhaltsanalyse (DE-588)4027005-1 gnd
Multimedia (DE-588)4192358-3 gnd
Automatische Indexierung (DE-588)4136002-3 gnd
Semantic Web (DE-588)4688372-1 gnd
subject_GND (DE-588)4072803-1
(DE-588)4027005-1
(DE-588)4192358-3
(DE-588)4136002-3
(DE-588)4688372-1
title Multimedia content and the semantic web methods, standards and tools
title_auth Multimedia content and the semantic web methods, standards and tools
title_exact_search Multimedia content and the semantic web methods, standards and tools
title_full Multimedia content and the semantic web methods, standards and tools ed. by Giorgos Stamou ...
title_fullStr Multimedia content and the semantic web methods, standards and tools ed. by Giorgos Stamou ...
title_full_unstemmed Multimedia content and the semantic web methods, standards and tools ed. by Giorgos Stamou ...
title_short Multimedia content and the semantic web
title_sort multimedia content and the semantic web methods standards and tools
title_sub methods, standards and tools
topic Inhaltsanalyse - Multimedia - Semantic Web
Information storage and retrieval systems
Multimedia systems
Semantic Web
Information Retrieval (DE-588)4072803-1 gnd
Inhaltsanalyse (DE-588)4027005-1 gnd
Multimedia (DE-588)4192358-3 gnd
Automatische Indexierung (DE-588)4136002-3 gnd
Semantic Web (DE-588)4688372-1 gnd
topic_facet Inhaltsanalyse - Multimedia - Semantic Web
Information storage and retrieval systems
Multimedia systems
Semantic Web
Information Retrieval
Inhaltsanalyse
Multimedia
Automatische Indexierung
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013165619&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv AT stamougiorgos multimediacontentandthesemanticwebmethodsstandardsandtools