A Distributed Multi-view Object Tracking Algorithm Based on Maximum Likelihood Criterion

FENG Wei; YANG Cheng; HU Bo; FENG Hui

doi:10.3969/j.issn.1003-501x.2009.10.004

[1] Pan J Y,Hu B,Zhang J Q. Robust and accurate object tracking under various types of occlusions [J]. IEEE Transactions on Circuits and Systems for Video Technology(S1051-8215),2008,18(2)：223-236.

[2] CHEN Hao,TAN Jiu-bin. Target Tracking Based on Second-order Converted Measurement Kalman Filter [J]. Opto-Electronic Engineering,2007,35(4)：6-11.

[3] WANG Ning,WANG Cong-qing. Current statistical model tracking algorithm based on Gaussian particle filtering [J]. Opto-Electronic Engineering,2007,34(5)：15-19.

[4] Rinner B,Wolf W. An introduction to distributed smart cameras [J]. Proceedings of the IEEE(S0018-9219),2008,96(10)：1565-1575.

[5] Sankaranarayanan A C,Veeraraghavan A,Chellappa R. Object detection, tracking and recognition for multiple smart cameras [J]. Proceedings of the IEEE(S0018-9219),2008,96(10)：1606-1624.

[6] Yilmaz A,Javad O,Shah M. Object tracking: a survey [J]. ACM Computing Surveys(S0360-0300),2006,38(4)：1-45.

[7] Chang T H,Gong S. Tracking multiple people with a multi-camera system [C]// Proceedings of IEEE Workshop on Multi-Object Tracking. Vancouver, BC, Canada,July 8, 2001：19–26.

[8] Nummiaro K,Koller-Meier E,Svoboda T. Color based object tracking in multi-camera environments [C]// 25th Pattern Recognition Symposium,Magdeburg,Sept 10-12, 2003. Springer Berlin：591-599.

[9] Lien Kuo-Chin,Huang Chung-Lin. Multiview-based cooperative tracking of multiple human objects [J]. Journal on Image and Video Processing(S1687-5176),2008,8(2)：1-13.

[10] Yang T,Chen F,Kimber D,et al. Robust people detection and tracking in a multi-camera indoor visual surveillance system [C]// IEEE International Conference on Multimedia and Expo,Beijing, China,July 2-5, 2007：675-678.

[11] Fleuret F,Berclaz J,Lengagne R,et al. Multicamera people tracking with a probabilistic occupancy map [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),2008,30(2)：267-282.

[12] Papoulis A,Pillai S U. Probability, Random Variables and Stochastic Processes [M]. USA：McGraw-Hill,1984.

[13] Di Stefano L,Mattoccia S,Mola M. An efficient algorithm for exhaustive template matching based on normalized cross correlation [C]// IEEE International Conference on Image Analysis and Processing,Mantova, Italy,Sept 17-19,2003：322-327.

[14] Hartley R,Zisserman A. Multiple View Geometry in Computer Vision [M]. Cambridge：Cambridge University Press,2003

CLP Journals