Real-time goal-mouth detection in MPEG soccer video
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Sports video processing for description, summarization and search
Sports video processing for description, summarization and search
Neural Network Based Framework For Goal Event Detection In Soccer Videos
ISM '05 Proceedings of the Seventh IEEE International Symposium on Multimedia
Exciting Event Detection Using Multi-level Multimodal Descriptors and Data Classification
ISM '06 Proceedings of the Eighth IEEE International Symposium on Multimedia
Sports Video Annotation Using Enhanced HSV Histograms in Multimedia Ontologies
ICIAPW '07 Proceedings of the 14th International Conference of Image Analysis and Processing - Workshops
Semantic analysis of soccer video using dynamic Bayesian network
IEEE Transactions on Multimedia
Personalized and automatic social summarization of events in video
Proceedings of the 16th international conference on Intelligent user interfaces
Features extraction for soccer video semantic analysis: current achievements and remaining issues
Artificial Intelligence Review
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We propose an automatic soccer video summarization engine which relies on an improved algorithm for the detection of replay shots which delineate interesting events. Video shots are first detected using dominant color and histogram intersection methods. Replay shots are detected using an improved technique, then processed through a set of mid-level descriptors (goal-mouth and score board with other cinematic features) and finally fed into a rule-based classifier. The proposed summarization has been experimentally tested on 6 hours from 10 videos in total. The proposed logo-based replay detection technique achieves 100% recall with 96.3% precision. Interesting events such as goals are detected with 100% recall and 100% precision, attacks with 91.7% recall and 86.7% precision) and other events such as (fouls, free kicks etc) with 90.8% recall and 95% precision.