A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Semantic retrieval of multimedia data
Proceedings of the 2nd ACM international workshop on Multimedia databases
Ontology-Based Semantic Indexing for MPEG-7 and TV-Anytime Audiovisual Content
Multimedia Tools and Applications
Full Bayesian network classifiers
ICML '06 Proceedings of the 23rd international conference on Machine learning
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
International Journal of Computer Vision
Multimedia ontology learning for automatic annotation and video browsing
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Spatio-temporal query for multimedia databases
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Using Concept Recognition to Annotate a Video Collection
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Ontology-based metadata integration in the cultural heritage domain
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
A taxonomy of visualization strategies for cultural heritage applications
Journal on Computing and Cultural Heritage (JOCCH)
DECHO—a framework for the digital exploration of cultural heritage objects
Journal on Computing and Cultural Heritage (JOCCH)
Enhancing the semantic interoperability of multimedia through a core ontology
IEEE Transactions on Circuits and Systems for Video Technology
Modeling BharataNatyam dance steps: art to SMart
Proceedings of the CUBE International Information Technology Conference
An annales school-based serious game creation framework for taiwanese indigenous cultural heritage
Journal on Computing and Cultural Heritage (JOCCH) - Special issue on serious games for cultural heritage
Archiving mural paintings using an ontology based approach
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
MOWL: An ontology representation language for web-based multimedia applications
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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Preservation of intangible cultural heritage, such as music and dance, requires encoding of background knowledge together with digitized records of the performances. We present an ontology-based approach for designing a cultural heritage repository for that purpose. Since dance and music are recorded in multimedia format, we use Multimedia Web Ontology Language (MOWL) to encode the domain knowledge. We propose an architectural framework that includes a method to construct the ontology with a labeled set of training data and use of the ontology to automatically annotate new instances of digital heritage artifacts. The annotations enable creation of a semantic navigation environment in a cultural heritage repository. We have demonstrated the efficacy of our approach by constructing an ontology for the cultural heritage domain of Indian classical dance, and have developed a browsing application for semantic access to the heritage collection of Indian dance videos.