Event detection and semantic identification using Bayesian belief network

  title={Event detection and semantic identification using Bayesian belief network},
  author={Maheshkumar H. Kolekar and Kannappan Palaniappan and Sabyasachi Sengupta and Gunasekaran Seetharaman},
  journal={2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops},
A probabilistic Bayesian belief network (BBN) based framework is proposed for semantic analysis and summarization of video using event detection. Our approach is customized for soccer but can be applied to other types of sports video sequences. We extract excitement clips from soccer sports video sequences that are comprised of multiple subclips corresponding to the events such as replay, field-view, goalkeeper, player, referee, spectator, players' gathering. The events are detected and… CONTINUE READING


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