Multimedia content and the semantic web: methods, standards and tools
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Chichester
Wiley
2005
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXII, 392 S. Ill., graph. Darst. |
| ISBN: | 0470857536 |
Internformat
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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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| 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 |
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| 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 |
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