Event detection and semantic identification using Bayesian belief network

@article{Kolekar2009EventDA,
  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},
  year={2009},
  pages={554-561}
}
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

Citations

Publications citing this paper.
Showing 1-10 of 10 extracted citations

Efficient ECG data compression and transmission algorithm for telemedicine

2016 8th International Conference on Communication Systems and Networks (COMSNETS) • 2016
View 1 Excerpt

Enhanced air operations for ground situational awareness

2014 IEEE/AIAA 33rd Digital Avionics Systems Conference (DASC) • 2014
View 1 Excerpt

Joint data management for MOVINT data-to-decision making

14th International Conference on Information Fusion • 2011
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 15 references

Activity Analysis, Summarization, and Visualization for Indoor Human Activity Monitoring

IEEE Transactions on Circuits and Systems for Video Technology • 2008
View 1 Excerpt

Semantic Event Detection and Classification in Cricket Video Sequence

2008 Sixth Indian Conference on Computer Vision, Graphics & Image Processing • 2008
View 1 Excerpt

Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2008
View 2 Excerpts

Event-Importance Based Customized and Automatic Cricket Highlight Generation

2006 IEEE International Conference on Multimedia and Expo • 2006
View 1 Excerpt

Similar Papers

Loading similar papers…