Algorithms
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Semantic Indexing of Multimedia Documents
IEEE MultiMedia
Semantic annotation of soccer videos: automatic highlights identification
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
Structure analysis of soccer video with domain knowledge and hidden Markov models
Pattern Recognition Letters - Video computing
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
Ontology-Based Semantic Indexing for MPEG-7 and TV-Anytime Audiovisual Content
Multimedia Tools and Applications
Large-Scale Concept Ontology for Multimedia
IEEE MultiMedia
Evaluation campaigns and TRECVid
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Automatic detection of player's identity in soccer videos using faces and text cues
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
A Framework for Temporal Content Modeling of Video Data Using an Ontological Infrastructure
SKG '06 Proceedings of the Second International Conference on Semantics, Knowledge, and Grid
WIAMIS '07 Proceedings of the Eight International Workshop on Image Analysis for Multimedia Interactive Services
Classification of video events using 4-dimensional time-compressed motion features
Proceedings of the 6th ACM international conference on Image and video retrieval
Soccer players identification based on visual local features
Proceedings of the 6th ACM international conference on Image and video retrieval
Trademark matching and retrieval in sports video databases
Proceedings of the international workshop on Workshop on multimedia information retrieval
Building a comprehensive ontology to refine video concept detection
Proceedings of the international workshop on Workshop on multimedia information retrieval
Proceedings of the 15th international conference on Multimedia
Ontology-enriched semantic space for video search
Proceedings of the 15th international conference on Multimedia
A Hybrid Approach to Improving Semantic Extraction of News Video
ICSC '07 Proceedings of the International Conference on Semantic Computing
Video Semantic Content Analysis based on Ontology
IMVIP '07 Proceedings of the International Machine Vision and Image Processing Conference
Towards a Media Interpretation Framework for the Semantic Web
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Soccer video processing for the detection of advertisement billboards
Pattern Recognition Letters
Structure and event mining in sports video with efficient mosaic
Multimedia Tools and Applications
Automatic player detection, labeling and tracking in broadcast soccer video
Pattern Recognition Letters
Improving the robustness of particle filter-based visual trackers using online parameter adaptation
AVSS '07 Proceedings of the 2007 IEEE Conference on Advanced Video and Signal Based Surveillance
An ontology infrastructure for multimedia reasoning
VLBV'05 Proceedings of the 9th international conference on Visual Content Processing and Representation
Multimedia event-based video indexing using time intervals
IEEE Transactions on Multimedia
Semantic analysis of soccer video using dynamic Bayesian network
IEEE Transactions on Multimedia
Adding Semantics to Detectors for Video Retrieval
IEEE Transactions on Multimedia
Video Semantic Event/Concept Detection Using a Subspace-Based Multimedia Data Mining Framework
IEEE Transactions on Multimedia
A Novel Framework for Semantic Annotation and Personalized Retrieval of Sports Video
IEEE Transactions on Multimedia
Automatic soccer video analysis and summarization
IEEE Transactions on Image Processing
Knowledge-assisted semantic video object detection
IEEE Transactions on Circuits and Systems for Video Technology
Event detection in field sports video using audio-visual features and a support vector Machine
IEEE Transactions on Circuits and Systems for Video Technology
Linear Transition Detection as a Unified Shot Detection Approach
IEEE Transactions on Circuits and Systems for Video Technology
Event detection and recognition for semantic annotation of video
Multimedia Tools and Applications
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In this paper we present a framework for semantic annotation of soccer videos that exploits an ontology model referred to as Dynamic Pictorially Enriched Ontology, where the ontology, defined using OWL, includes both schema and data. Visual instances are used as matching references for the visual descriptors of the entities to be annotated. Three mechanisms are included to support effective annotation: visual instance clustering--to cluster instances of similar patterns, prototype selection--to select one or more visual representatives of each cluster, dynamic cluster updating--to update clusters and prototypes whenever new knowledge is presented to the ontology. Experimental results show the capability of performing semantic annotation of entities that exhibit a variety of complex changes in visual appearance or of events that show complex motion patterns in the same shot. SWRL rules are used to perform rule-based reasoning over both concepts and concept instances, to improve the quality of the annotation.