An adaptive background reconstruction algorithm based on inertial filtering |
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Authors: | Wen-xiong Kang Wen-zhuo Lai and Xiang-bao Meng |
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Affiliation: | [1]College of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China [2]Guangdong Agricultural Machinery Research Institute, Guangzhou 510640, China |
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Abstract: | To improve the detecting effects of moving objects, an adaptive background reconstruction algorithm based on inertial filtering
is proposed in this paper. According to different properties of the moving foreground and ever-changing background, the current
frame is added to the background with a specific weight value. So the background can not only keep steady, but also be reconstructed
at a specific speed. Experimental results show that the algorithm can reconstruct the background quickly and effectively whenever
the background changes slowly or suddenly, or the background is mixed with moving foreground, and it can improve the veracity
and robustness of objects detection effectively. |
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Keywords: | |
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