Towards universal access to content using MPEG-7
Proceedings of the tenth ACM international conference on Multimedia
A Semantic Web Primer
A Six-Stimulus Theory for Stochastic Texture
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Region-based image retrieval using an object ontology and relevance feedback
EURASIP Journal on Applied Signal Processing
Building concept ontology for medical video annotation
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Ontology-enriched semantic space for video search
Proceedings of the 15th international conference on Multimedia
Realizing multimedia processes by combining intelligent content and semantic web services
Proceedings of the 15th international conference on Multimedia
Personalization based on domain ontology
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Semantic representation of multimedia content: Knowledge representation and semantic indexing
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A novel approach to enable semantic and visual image summarization for exploratory image search
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Foundations and Trends in Information Retrieval
Conference knowledge modeling for conference-video-recordings querying & visualization
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Computers in Human Behavior
Semi-automatic semantic tagging of 3D images from pancreas cells
MDA'06/07 Proceedings of the 2007 international conference on Advances in mass data analysis of signals and images in medicine biotechnology and chemistry
Cross-caption coreference resolution for automatic image understanding
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
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Multimedia Tools and Applications
Semantic representation of multimedia content
Knowledge-driven multimedia information extraction and ontology evolution
End-to-end adaptive framework for multimedia information retrieval
WWIC'11 Proceedings of the 9th IFIP TC 6 international conference on Wired/wireless internet communications
A survey of semantic multimedia retrieval systems
MACMESE'11 Proceedings of the 13th WSEAS international conference on Mathematical and computational methods in science and engineering
Narrative theme navigation for sitcoms supported by fan-generated scripts
Multimedia Tools and Applications
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To ensure access to growing video collections, annotation is becoming more and more important using background knowledge in the form of ontologies or thesauri is a way to facilitate annotation in a broad domain. Current ontologies are not suitable for (semi-) automatic annotation of visual resources as they contain little visual information about the concepts they describe. We investigate how an ontology that does contain visual information can facilitate annotation in a broad domain and identify requirements that a visual ontology has to meet. Based on these requirements, we create a visual ontology out of two existing knowledge corpora (WordNet and MPEG-7) by creating links between visual and general concepts. We test performance of the ontology on 40 shots of news video, and discuss the added value of each visual property.