Dynamic bayesian network based event detection for soccer highlight extraction

Fei Wang, Yu-Fei Ma, Hong-Jiang Zhang, Jin-Tao Li
2004 International Conference on Image Processing, 2004. ICIP '04.  
In this paper, we propose a novel approach to cvcnt detection in soccer videos using Dynamic Bayesian Networks (DBNs). Bascd on such high level semantics, say, events, more meaningful soccer highlights arc extracted. As a powerful statistical tool for time series signal proccssing, DBNs provide us a feasible method to modcl sports cvcnts by combining contextual infomiation and prior knowledge. In particular, we first dcvclop a
doi:10.1109/icip.2004.1418834 dblp:conf/icip/WangMZL04 fatcat:mdeakf4me5gnjhpgz4gcgwiqsu