Appearance Model Based Moving Object Matching Across Disjoint Camera Views
A new object tracking scheme for multi-camera surveillance with non-overlapping views is proposed in this paper.Brightness transfer function (BTF) is used to establish relative appearance correspondence between different views.Mixtures of probabilistic principal component analysis (MPPCA) is incooperated to learn the subspace of brightness transfer function with the concern to deal with multiple different brightness areas in a scene.The incremental major color spectrum histogram (IMCSH) is used as similarity measure for reliable matching.Experimental results with real world videos show the effectiveness of the proposed algorithm.
Object matching non-overlapping camera views appearance model brightness transfer function
Kongshuai Yu Dong Hu
Education Ministrys Key Lab of Broadband Wireless Communication and Sensor Network Technology,The key lab of image processing and image communications of Jiangsu Province,Nanjing University of Posts and Telecom,Nanjing 210003,PRC
国际会议
郑州
英文
959-963
2013-10-19（万方平台首次上网日期，不代表论文的发表时间）