IEEE Transactions on Pattern Analysis and Machine Intelligence
Maintaining knowledge about temporal intervals
Communications of the ACM
Sweetening Ontologies with DOLCE
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Multimedia semantic indexing using model vectors
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
Subclass Discriminant Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
The challenge problem for automated detection of 101 semantic concepts in multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Toward a Common Event Model for Multimedia Applications
IEEE MultiMedia
Semantic-event based analysis and segmentation of wedding ceremony videos
Proceedings of the international workshop on Workshop on multimedia information retrieval
F--a model of events based on the foundational ontology dolce+DnS ultralight
Proceedings of the fifth international conference on Knowledge capture
Ice hockey shot event modeling with mixture hidden Markov model
EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia
A hierarchical model for representation of events in multimedia observation systems
EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia
Multi-modal scene segmentation using scene transition graphs
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Video event classification using string kernels
Multimedia Tools and Applications
Face recognition using kernel direct discriminant analysis algorithms
IEEE Transactions on Neural Networks
High-level event detection system based on discriminant visual concepts
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Hacking history via event extraction
Proceedings of the sixth international conference on Knowledge capture
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In this paper a joint content-event model for the automatic indexing of multimedia content with events is proposed. This model treats events as first class entities and provides a referencing mechanism for automatically linking event elements (represented using the event part of the model) with content segments (described using the content part of the model). The emphasis of the paper is on this mechanism, which uses trained concept detectors to represent content segments with model vectors, and the subclass discriminant analysis algorithm to derive a discriminant subspace facilitating the indexing of content segments with event elements. The use of this referencing mechanism for associating multimedia content with five sport events is demonstrated on the MediaMill dataset.