MOVING HUMAN BODY DETECTION IN VIDEO SEQUENCES

摘要：

A human body detection algorithm based on the combination of moving information with shape information is proposed in the paper.Firstly, Eigen-object computed from three frames in the initial video sequences is used to detect the moving object.Secondly, the shape information of human body is used to classify human and other object Furthermore, the occlusion between two objects during a short time is processed by using continues multiple frames.The advantages of the algorithm are accurately moving object detection, and the detection result doesnt effect by body pose.Moreover, as the shadow of moving object has been eliminated in the detection step, the human body extracted doesnt effect by shadow.

关键词： Moving detection Human body detection Video sequences Eigen-object

作者: CHUN-MING LI YU-SHAN LI SHU-HAI WANG XIU-QING ZHANG

作者单位: Hebei University of Science and Technology, Shijiazhuang, 050054, China Institute of Electronic CAD, Xidian University, Xian, 710071, China

会议类型: 国际会议

会议名称: 2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

会议地点: 香港

会议语种:英文

页码: 2188-2192

在线出版日期: 2007-08-19（万方平台首次上网日期，不代表论文的发表时间）