Multi-model cooperation based self organization multiple cameras system for robust moving object detection

Xiuwei Zhang, Yanning Zhang, Tao Yang, Xiaomin Tong

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名ICCET 2010 - 2010 International Conference on Computer Engineering and Technology, Proceedings
V2385-V2390
DOI
出版状态已出版 - 2010
活动2010 2nd International Conference on Computer Engineering and Technology, ICCET 2010 - Chengdu, 中国
期限: 16 4月 201018 4月 2010

出版系列

姓名ICCET 2010 - 2010 International Conference on Computer Engineering and Technology, Proceedings
2

会议

会议2010 2nd International Conference on Computer Engineering and Technology, ICCET 2010
国家/地区中国
Chengdu
时期16/04/1018/04/10

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