TY - GEN
T1 - Multi-model cooperation based self organization multiple cameras system for robust moving object detection
AU - Zhang, Xiuwei
AU - Zhang, Yanning
AU - Yang, Tao
AU - Tong, Xiaomin
PY - 2010
Y1 - 2010
N2 - A self-organization multi-model cameras system for robust moving object detection is introduced. The system has three modules: automatic registration, cooperative motion detection and camera parameters change detection. The registration module automatically register visual camera and IR camera based on co-motion statistics. The cooperative motion detection produces precise results bases on cooperative processing mechanism we proposed in [13]. Here registration and detection modules are combined, and detection results are fed back to registration module for detecting the change of camera parameters. By this way, the system can be adaptive to environment change and camera parameter change. We demonstrate the performance of the method on visual/IR synchronous video sequences. Experimental results show that the multi-model camera system carries out precise and robust camera registration and moving object detection.
AB - A self-organization multi-model cameras system for robust moving object detection is introduced. The system has three modules: automatic registration, cooperative motion detection and camera parameters change detection. The registration module automatically register visual camera and IR camera based on co-motion statistics. The cooperative motion detection produces precise results bases on cooperative processing mechanism we proposed in [13]. Here registration and detection modules are combined, and detection results are fed back to registration module for detecting the change of camera parameters. By this way, the system can be adaptive to environment change and camera parameter change. We demonstrate the performance of the method on visual/IR synchronous video sequences. Experimental results show that the multi-model camera system carries out precise and robust camera registration and moving object detection.
KW - Co-motion (concurrent motion)
KW - IR camera
KW - Moving object detection
KW - Multi-modal camera registration
KW - Visual camera
UR - http://www.scopus.com/inward/record.url?scp=77958062025&partnerID=8YFLogxK
U2 - 10.1109/ICCET.2010.5485501
DO - 10.1109/ICCET.2010.5485501
M3 - 会议稿件
AN - SCOPUS:77958062025
SN - 9781424463503
T3 - ICCET 2010 - 2010 International Conference on Computer Engineering and Technology, Proceedings
SP - V2385-V2390
BT - ICCET 2010 - 2010 International Conference on Computer Engineering and Technology, Proceedings
T2 - 2010 2nd International Conference on Computer Engineering and Technology, ICCET 2010
Y2 - 16 April 2010 through 18 April 2010
ER -