An Enhanced Query Model for Soccer Video Retrieval Using Temporal Relationships
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
A unified framework for semantic shot representation of sports video
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Learning rich semantics from news video archives by style analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Toward a Common Event Model for Multimedia Applications
IEEE MultiMedia
Classification of video events using 4-dimensional time-compressed motion features
Proceedings of the 6th ACM international conference on Image and video retrieval
Multimodal semantic analysis and annotation for basketball video
EURASIP Journal on Applied Signal Processing
Unsupervised pattern mining from symbolic temporal data
ACM SIGKDD Explorations Newsletter - Special issue on data mining for health informatics
Text detection, localization, and tracking in compressed video
Image Communication
An event detection framework in video sequences based on hierarchic event structure perception
ISPRA'06 Proceedings of the 5th WSEAS International Conference on Signal Processing, Robotics and Automation
Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval
Computer Vision and Image Understanding
Learning Rules for Semantic Video Event Annotation
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Active post-refined multimodality video semantic concept detection with tensor representation
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Learning ontology rules for semantic video annotation
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Sports event detection using temporal patterns mining and web-casting text
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Multi-modality video shot clustering with tensor representation
Multimedia Tools and Applications
Foundations and Trends in Information Retrieval
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Evaluation of video news classification techniques for automatic content personalisation
International Journal of Advanced Media and Communication
Query-based video event definition using rough set theory
EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Video news classification for automatic content personalization: a genetic algorithm based approach
Proceedings of the 14th Brazilian Symposium on Multimedia and the Web
An efficient video indexing and retrieval algorithm using the luminance field trajectory modeling
IEEE Transactions on Circuits and Systems for Video Technology
Similarity retrieval of videos by using 3D C-string knowledge representation
Journal of Visual Communication and Image Representation
Multimedia Tools and Applications
Proceedings of the ACM International Conference on Image and Video Retrieval
A video retrieval algorithm using random projections
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A new spatio-temporal method for event detection and personalized retrieval of sports video
Multimedia Tools and Applications
Soccer video event detection by fusing middle level visual semantics of an event clip
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
A hierarchical approach for content-based echocardiogram video indexing and retrieval
Proceedings of the 2011 International Conference on Communication, Computing & Security
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Digital learning video indexing using scene detection
ICHL'11 Proceedings of the 4th international conference on Hybrid learning
A comprehensive study of visual event computing
Multimedia Tools and Applications
Event retrieval in video archives using rough set theory and partially supervised learning
Multimedia Tools and Applications
Query-Based video event definition using rough set theory and high-dimensional representation
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
HMM based soccer video event detection using enhanced mid-level semantic
Multimedia Tools and Applications
State of the art of smart homes
Engineering Applications of Artificial Intelligence
Proceedings of the 20th ACM international conference on Multimedia
Time matters!: capturing variation in time in video using fisher kernels
Proceedings of the 21st ACM international conference on Multimedia
International Journal of Multimedia Data Engineering & Management
Journal of Visual Communication and Image Representation
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We propose the time interval multimedia event (TIME) framework as a robust approach for classification of semantic events in multimodal video documents. The representation used in TIME extends the Allen temporal interval relations and allows for proper inclusion of context and synchronization of the heterogeneous information sources involved in multimodal video analysis. To demonstrate the viability of our approach, it was evaluated on the domains of soccer and news broadcasts. For automatic classification of semantic events, we compare three different machine learning techniques, i.c. C4.5 decision tree, maximum entropy, and support vector machine. The results show that semantic video indexing results significantly benefit from using the TIME framework.