Ebook: Image and Video Retrieval: Second International Conference, CIVR 2003 Urbana-Champaign, IL, USA, July 24–25, 2003 Proceedings

This book constitutes the refreed proceedings of the Second International Conference on Image and Video Retrieval, CIVR 2003, held in Urbana-Champaign, IL, USA in July 2003.

The 46 revised full papers presented together with an introduction and 2 invited papers were carefully reviewed and selected from 110 submissions. The papers are organized in topical sections on image retrieval, indexing strategies and structures, feature based retrieval, semantic and learning, video retrieval, user studies, applications, video summarization and analysis, and performance.

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This book constitutes the refreed proceedings of the Second International Conference on Image and Video Retrieval, CIVR 2003, held in Urbana-Champaign, IL, USA in July 2003.

The 46 revised full papers presented together with an introduction and 2 invited papers were carefully reviewed and selected from 110 submissions. The papers are organized in topical sections on image retrieval, indexing strategies and structures, feature based retrieval, semantic and learning, video retrieval, user studies, applications, video summarization and analysis, and performance.

Content:
Front Matter....Pages I-XIII
The State of the Art in Image and Video Retrieval....Pages 1-8
Multimedia Content Analysis: The Next Wave....Pages 9-18
TRECVID: Benchmarking the Effectiveness of Information Retrieval Tasks on Digital Video....Pages 19-27
Shape Feature Matching for Trademark Image Retrieval....Pages 28-38
Central Object Extraction for Object-Based Image Retrieval....Pages 39-49
Learning Optimal Representations for Image Retrieval Applications....Pages 50-60
A Closer Look at Boosted Image Retrieval....Pages 61-70
HPAT Indexing for Fast Object/Scene Recognition Based on Local Appearance....Pages 71-80
Hierarchical Clustering-Merging for Multidimensional Index Structures....Pages 81-90
Integrated Image Content and Metadata Search and Retrieval across Multiple Databases....Pages 91-100
Multilevel Relevance Judgment, Loss Function, and Performance Measure in Image Retrieval....Pages 101-110
Majority Based Ranking Approach in Web Image Retrieval....Pages 111-120
Improving Fractal Codes Based Image Retrieval Using Histogram of Collage Errors....Pages 121-130
Content-Based Retrieval of Historical Watermark Images: II - Electron Radiographs....Pages 131-140
Selection of the Best Representative Feature and Membership Assignment for Content-Based Fuzzy Image Database....Pages 141-151
A Compact Shape Descriptor Based on the Beam Angle Statistics....Pages 152-162
Efficient Similar Trajectory-Based Retrieval for Moving Objects in Video Databases....Pages 163-173
Associating Cooking Video Segments with Preparation Steps....Pages 174-183
Evaluation of Expression Recognition Techniques....Pages 184-195
A Hybrid Framework for Detecting the Semantics of Concepts and Context....Pages 196-205
Learning in Region-Based Image Retrieval....Pages 206-215
Multiple Features in Temporal Models for the Representation of Visual Contents in Video....Pages 216-226
Detection of Documentary Scene Changes by Audio-Visual Fusion....Pages 227-238
Multimedia Search with Pseudo-relevance Feedback....Pages 238-247
Modal Keywords, Ontologies, and Reasoning for Video Understanding....Pages 248-259
Detecting Semantic Concepts from Video Using Temporal Gradients and Audio Classification....Pages 260-270
Text or Pictures? An Eyetracking Study of How People View Digital Video Surrogates....Pages 271-280
A State Transition Analysis of Image Search Patterns on the Web....Pages 281-290
Towards a Comprehensive Survey of the Semantic Gap in Visual Image Retrieval....Pages 291-299
Audio-Based Event Detection for Sports Video....Pages 300-309
Spectral Structuring of Home Videos....Pages 310-320
Home Photo Retrieval: Time Matters....Pages 321-330
Automatic Annotation of Tennis Action for Content-Based Retrieval by Integrated Audio and Visual Information....Pages 331-341
Indexing of Personal Video Captured by a Wearable Imaging System....Pages 342-351
Constructive Learning Algorithm-Based RBF Network for Relevance Feedback in Image Retrieval....Pages 352-361
Spatial-Temporal Semantic Grouping of Instructional Video Content....Pages 362-372
A Novel Scheme for Video Similarity Detection....Pages 373-382
Concept-Based Retrieval of Art Documents....Pages 383-393
Video Retrieval of Human Interactions Using Model-Based Motion Tracking and Multi-layer Finite State Automata....Pages 394-403
Fast Video Retrieval under Sparse Training Data....Pages 404-413
Robust Content-Based Video Copy Identification in a Large Reference Database....Pages 414-424
ANSES: Summarisation of News Video....Pages 425-434
Spatio-Temporal Decomposition of Sport Events for Video Indexing....Pages 435-445
Audio-Assisted Scene Segmentation for Story Browsing....Pages 446-455
Performance Comparison of Different Similarity Models for CBIR with Relevance Feedback....Pages 456-466
EBS k-d Tree: An Entropy Balanced Statistical k-d Tree for Image Databases with Ground-Truth Labels....Pages 467-477
Fast Search in Large-Scale Image Database Using Vector Quantization....Pages 477-487
Speaker Localisation Using Audio-Visual Synchrony: An Empirical Study....Pages 488-499
An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM....Pages 500-510
Back Matter....Pages 511-512

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This book constitutes the refreed proceedings of the Second International Conference on Image and Video Retrieval, CIVR 2003, held in Urbana-Champaign, IL, USA in July 2003.

The 46 revised full papers presented together with an introduction and 2 invited papers were carefully reviewed and selected from 110 submissions. The papers are organized in topical sections on image retrieval, indexing strategies and structures, feature based retrieval, semantic and learning, video retrieval, user studies, applications, video summarization and analysis, and performance.

Content:
Front Matter....Pages I-XIII
The State of the Art in Image and Video Retrieval....Pages 1-8
Multimedia Content Analysis: The Next Wave....Pages 9-18
TRECVID: Benchmarking the Effectiveness of Information Retrieval Tasks on Digital Video....Pages 19-27
Shape Feature Matching for Trademark Image Retrieval....Pages 28-38
Central Object Extraction for Object-Based Image Retrieval....Pages 39-49
Learning Optimal Representations for Image Retrieval Applications....Pages 50-60
A Closer Look at Boosted Image Retrieval....Pages 61-70
HPAT Indexing for Fast Object/Scene Recognition Based on Local Appearance....Pages 71-80
Hierarchical Clustering-Merging for Multidimensional Index Structures....Pages 81-90
Integrated Image Content and Metadata Search and Retrieval across Multiple Databases....Pages 91-100
Multilevel Relevance Judgment, Loss Function, and Performance Measure in Image Retrieval....Pages 101-110
Majority Based Ranking Approach in Web Image Retrieval....Pages 111-120
Improving Fractal Codes Based Image Retrieval Using Histogram of Collage Errors....Pages 121-130
Content-Based Retrieval of Historical Watermark Images: II - Electron Radiographs....Pages 131-140
Selection of the Best Representative Feature and Membership Assignment for Content-Based Fuzzy Image Database....Pages 141-151
A Compact Shape Descriptor Based on the Beam Angle Statistics....Pages 152-162
Efficient Similar Trajectory-Based Retrieval for Moving Objects in Video Databases....Pages 163-173
Associating Cooking Video Segments with Preparation Steps....Pages 174-183
Evaluation of Expression Recognition Techniques....Pages 184-195
A Hybrid Framework for Detecting the Semantics of Concepts and Context....Pages 196-205
Learning in Region-Based Image Retrieval....Pages 206-215
Multiple Features in Temporal Models for the Representation of Visual Contents in Video....Pages 216-226
Detection of Documentary Scene Changes by Audio-Visual Fusion....Pages 227-238
Multimedia Search with Pseudo-relevance Feedback....Pages 238-247
Modal Keywords, Ontologies, and Reasoning for Video Understanding....Pages 248-259
Detecting Semantic Concepts from Video Using Temporal Gradients and Audio Classification....Pages 260-270
Text or Pictures? An Eyetracking Study of How People View Digital Video Surrogates....Pages 271-280
A State Transition Analysis of Image Search Patterns on the Web....Pages 281-290
Towards a Comprehensive Survey of the Semantic Gap in Visual Image Retrieval....Pages 291-299
Audio-Based Event Detection for Sports Video....Pages 300-309
Spectral Structuring of Home Videos....Pages 310-320
Home Photo Retrieval: Time Matters....Pages 321-330
Automatic Annotation of Tennis Action for Content-Based Retrieval by Integrated Audio and Visual Information....Pages 331-341
Indexing of Personal Video Captured by a Wearable Imaging System....Pages 342-351
Constructive Learning Algorithm-Based RBF Network for Relevance Feedback in Image Retrieval....Pages 352-361
Spatial-Temporal Semantic Grouping of Instructional Video Content....Pages 362-372
A Novel Scheme for Video Similarity Detection....Pages 373-382
Concept-Based Retrieval of Art Documents....Pages 383-393
Video Retrieval of Human Interactions Using Model-Based Motion Tracking and Multi-layer Finite State Automata....Pages 394-403
Fast Video Retrieval under Sparse Training Data....Pages 404-413
Robust Content-Based Video Copy Identification in a Large Reference Database....Pages 414-424
ANSES: Summarisation of News Video....Pages 425-434
Spatio-Temporal Decomposition of Sport Events for Video Indexing....Pages 435-445
Audio-Assisted Scene Segmentation for Story Browsing....Pages 446-455
Performance Comparison of Different Similarity Models for CBIR with Relevance Feedback....Pages 456-466
EBS k-d Tree: An Entropy Balanced Statistical k-d Tree for Image Databases with Ground-Truth Labels....Pages 467-477
Fast Search in Large-Scale Image Database Using Vector Quantization....Pages 477-487
Speaker Localisation Using Audio-Visual Synchrony: An Empirical Study....Pages 488-499
An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM....Pages 500-510
Back Matter....Pages 511-512
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