A Propagation-Control Condensation Tracker with Color Histogram Matching

摘要：

The CONDENSATION algorithm has attracted as it has robust tracking performance. Since the advantage of the condensation algorithm is that it is able to propagate the probability densities of many states in the search space, it is particularly useful for multiple tracking problems. However CONDENSATION still has difficulty with initialization,occlusion and real-time implementation for multiple people. This paper presents a propagation controlling method with color histogram for tracking which solves multiple objects occlusions problem and reduces particle number. Another important contribution of the paper is the presentation of re-initialization mechanism which solves the total occlusion and mismatching.

作者: Geng Lei Xiaojuan Wu Yuanyuan Zhang

作者单位: Information & Communication of engineering school Tianjin Polytechnic University Tianjin, China School of Information Science and Engineering Shandong University Jinan, Shandong, China

会议类型: 国际会议

会议名称: 2007年通信、电路与系统国际会议(2007 International Conference on Communications,Circuits and Systems Proceedings)

会议地点: 日本福冈

会议语种:英文

在线出版日期: 2007-07-11（万方平台首次上网日期，不代表论文的发表时间）