Dempster-Shafer based multi-view occupancy maps

被引:12
作者
Morbee, M. [1 ]
Tessens, L. [1 ]
Aghajan, H. [2 ]
Philips, W. [1 ]
机构
[1] Univ Ghent, TELIN IPI IBBT, B-9000 Ghent, Belgium
[2] Stanford Univ, Dept Elect Engn, WSNL, Stanford, CA 94305 USA
关键词
D O I
10.1049/el.2010.0105
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Presented is a method for calculating occupancy maps with a set of calibrated and synchronised cameras. In particular, Dempster-Shafer based fusion of the ground occupancies computed from each view is proposed. The method yields very accurate occupancy detection results and in terms of concentration of the occupancy evidence around ground truth person positions it outperforms the state-of-the- art probabilistic occupancy map method and fusion by summing.
引用
收藏
页码:341 / U4861
页数:2
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BASKETBALL DATASET E