| 基于MBB对应关系的视频中多物体快速跟踪 |
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| 引用本文： | 谢荣岳,柯红刚,梁华,张景义,段道聚.基于MBB对应关系的视频中多物体快速跟踪[J].火力与指挥控制,2008(Z2). |
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| 作者姓名： | 谢荣岳 柯红刚 梁华 张景义 段道聚 |
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| 作者单位： | 武汉军械士官学校; |
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| 摘 要： | 针对视频监控应用中对视频物体跟踪算法实时性、容错性要求高的特点,提出了一种基于MBB对应关系的快速跟踪算法。该算法放弃了传统的点匹配跟踪算法,从对相邻两帧物体MBB的重叠特性的分析出发,快速确定物体与物体间、物体与场景间的复杂对应关系,并综合利用直方图匹配等方法,解决物体重复出现后的标识问题。通过对NUDT和PETS视频数据的实验分析证明,该算法能够对复杂场景中多个物体同时进行跟踪标识,准确检测处理物体进入、离开场景,以及物体间的合并、分离和遮挡,对复杂环境和预处理造成的错误有较好的容错性。该算法参数设置简单易行,结合预处理快速算法,整个检测跟踪算法耗时大大低于同类算法。
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| 关 键 词： | 视频监控 视频跟踪 多物体跟踪 快速算法 最小范围框 |
MBB-based Fast Tracking of Multiple Video Objects |
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| XIE Rong-yue,KE Hong-gang,LIANG Hua,ZHANG Jing-yi,DUAN Dao-ju.MBB-based Fast Tracking of Multiple Video Objects[J].Fire Control & Command Control,2008(Z2). |
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| Authors: | XIE Rong-yue KE Hong-gang LIANG Hua ZHANG Jing-yi DUAN Dao-ju |
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| Institution: | XIE Rong-yue,KE Hong-gang,LIANG Hua,ZHANG Jing-yi,DUAN Dao-ju(Wuhan Ordnance NCO Academy,Wuhan 430075,China) |
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| Abstract: | This paper proposes a fast multiple video objects tracking method based on MBB correspondence,which focuses on speed of execution and reliability in the noise.Instead of pixel matching,MBB overlapping features in successive frames are used to build objects correspondence.The method can account for complicated relationship among objects and scene,such as appearance,disappearance,split,merging and occlusion.The reappearing object can also maintain the same label by histogram matching in the method.Experiment ... |
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| Keywords: | VSAM(Video Surveillance And Monitoring) video tracking multiple object tracking fast algorithm MBB(Minimum Bounding Box) |
| 本文献已被 CNKI 等数据库收录！ |
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