摘要: 针对传统视频跟踪算法中存在的问题,提出一种基于多人遮挡问题的定位跟踪算法,该算法采用改进的投影分析方法对运动目标进行定位,并结合Kalman滤波进行匹配跟踪。仿真实验结果表明,该算法能够有效区分、定位、跟踪处于2种不同遮挡状态下的每个人的位置,具有一定应用价值。
关键词:
多人跟踪,
遮挡,
投影分析,
Kalman滤波
Abstract: Aiming at the problems existed in traditional video tracking algorithm, a novel location and tracking algorithm based on multiple humans occlusion is proposed, which locates the moving object by using an improved projection analysis method, and conducts matching tracking combined with Kalman filter. Simulation experimental results show this algorithm can seperate, locate and track each human location in two different occluded situations.
Key words:
multiple humans tracking,
occlusion,
projection analysis,
Kalman filtering
中图分类号:
毛 爽;方 颖;陈 曙;王汇源. 基于多人遮挡的定位跟踪算法[J]. 计算机工程, 2009, 35(8): 220-221.
MAO Shuang; FANG Ying; CHEN Shu; WANG Hui-yuan. Location and Tracking Algorithm Based on Multiple Humans Occlusion[J]. Computer Engineering, 2009, 35(8): 220-221.