TY - GEN
T1 - Part based human tracking in a multiple cues fusion framework
AU - Zhao, Qi
AU - Kang, Jinman
AU - Tao, Hai
AU - Hua, Wei
PY - 2006/12/1
Y1 - 2006/12/1
N2 - This paper presents a real time video surveillance system which is capable of tracking multiple humans simultaneously. To better deal with various challenging issues such as occlusions, sharp motion changes and multi-person confusions, we propose an intelligent fusion framework where multiple cues are combined to seek the optimal objects state and more reliable cues have larger influences on the final decision. Further, part based human tracking provides a second-level information fusion in that parts with weak observability can be compensated by tracking other more visible ones, which demonstrates its effectiveness for highly articulated objects like humans.
AB - This paper presents a real time video surveillance system which is capable of tracking multiple humans simultaneously. To better deal with various challenging issues such as occlusions, sharp motion changes and multi-person confusions, we propose an intelligent fusion framework where multiple cues are combined to seek the optimal objects state and more reliable cues have larger influences on the final decision. Further, part based human tracking provides a second-level information fusion in that parts with weak observability can be compensated by tracking other more visible ones, which demonstrates its effectiveness for highly articulated objects like humans.
UR - http://www.scopus.com/inward/record.url?scp=34047230533&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34047230533&partnerID=8YFLogxK
U2 - 10.1109/ICPR.2006.914
DO - 10.1109/ICPR.2006.914
M3 - Conference contribution
AN - SCOPUS:34047230533
SN - 0769525210
SN - 9780769525211
T3 - Proceedings - International Conference on Pattern Recognition
SP - 450
EP - 455
BT - Proceedings - 18th International Conference on Pattern Recognition, ICPR 2006
T2 - 18th International Conference on Pattern Recognition, ICPR 2006
Y2 - 20 August 2006 through 24 August 2006
ER -