Enhanced ontologies for video annotation and retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Automatic annotation and semantic retrieval of video sequences using multimedia ontologies
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Lightweight object tracking in compressed video streams demonstrated in region-of-interest coding
EURASIP Journal on Applied Signal Processing
Dynamic pictorial ontologies for video digital libraries annotation
Workshop on multimedia information retrieval on The many faces of multimedia semantics
Combining global and local information for knowledge-assisted image analysis and classification
EURASIP Journal on Advances in Signal Processing
Personalized information retrieval based on context and ontological knowledge
The Knowledge Engineering Review
A learning approach to semantic image analysis
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
Fuzzy spatial relation ontology for image interpretation
Fuzzy Sets and Systems
Proceedings of the 3rd international conference on Mobile multimedia communications
Multimedia enriched ontologies for video digital libraries
International Journal of Parallel, Emergent and Distributed Systems
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
Learning ontology rules for semantic video annotation
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Video Object Segmentation Based on Feedback Schemes Guided by a Low-Level Scene Ontology
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Using Fuzzy DLs to Enhance Semantic Image Analysis
SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
A hybrid ontology and visual-based retrieval model for cultural heritage multimedia collections
International Journal of Metadata, Semantics and Ontologies
Object motion detection using information theoretic spatio-temporal saliency
Pattern Recognition
Foundations and Trends in Information Retrieval
An Ontology for Event Detection and its Application in Surveillance Video
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Context-Based Reasoning Using Ontologies to Adapt Visual Tracking in Surveillance
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Multimedia Tools and Applications
Multimedia ontology based computational framework for video annotation and retrieval
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
A system for the semantic multimodal analysis of news audio-visual content
EURASIP Journal on Advances in Signal Processing
Event detection and recognition for semantic annotation of video
Multimedia Tools and Applications
Human-computer interaction for the generation of image processing applications
International Journal of Human-Computer Studies
Semantic representation of multimedia content
Knowledge-driven multimedia information extraction and ontology evolution
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
Semantic image analysis using a learning approach and spatial context
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
Trends and issues in description logics frameworks for image interpretation
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Using knowledge representation languages for video annotation and retrieval
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
A reward-and-punishment-based approach for concept detection using adaptive ontology rules
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
AUTOMATIC OBJECT IDENTIFICATION USING VISUAL LOW LEVEL FEATURE EXTRACTION AND ONTOLOGICAL KNOWLEDGE
Journal of Integrated Design & Process Science
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An approach to knowledge-assisted semantic video object detection based on a multimedia ontology infrastructure is presented. Semantic concepts in the context of the examined domain are defined in an ontology, enriched with qualitative attributes (e.g., color homogeneity), low-level features (e.g., color model components distribution), object spatial relations, and multimedia processing methods (e.g., color clustering). Semantic Web technologies are used for knowledge representation in the RDF(S) metadata standard. Rules in F-logic are defined to describe how tools for multimedia analysis should be applied, depending on concept attributes and low-level features, for the detection of video objects corresponding to the semantic concepts defined in the ontology. This supports flexible and managed execution of various application and domain independent multimedia analysis tasks. Furthermore, this semantic analysis approach can be used in semantic annotation and transcoding systems, which take into consideration the users environment including preferences, devices used, available network bandwidth and content identity. The proposed approach was tested for the detection of semantic objects on video data of three different domains.