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Proceedings Paper

An improved codebook model for detecting moving object under complex dynamic background
Author(s): Xianyong Fang; Biao He; Bin Luo; Hao Wu; Hu Zhang; Zhongbiao Wu
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Paper Abstract

Background subtraction is popular in moving object detection, but it is weak under the complex dynamic background where there are serious variations of illumination and color in the background pixels. This paper studies one of the background subtraction method, codebook, and propose an improved codebook model to resolve this problem. The novelty of the model lies in two aspects: 1) it applies HSV color space into the block-based codebook for robust codebook construction; 2) it also includes an efficient correction mechanism to update the codebook and eliminate false targets during detection. Experimental results demonstrate the proposed codebook model can detect the moving target effectively.

Paper Details

Date Published: 8 July 2011
PDF: 5 pages
Proc. SPIE 8009, Third International Conference on Digital Image Processing (ICDIP 2011), 80091M (8 July 2011); doi: 10.1117/12.896090
Show Author Affiliations
Xianyong Fang, Anhui Univ. (China)
Biao He, Anhui Univ. (China)
Bin Luo, Anhui Univ. (China)
Hao Wu, Anhui Univ. (China)
Hu Zhang, Anhui Univ. (China)
Zhongbiao Wu, Anhui Univ. (China)

Published in SPIE Proceedings Vol. 8009:
Third International Conference on Digital Image Processing (ICDIP 2011)
Ting Zhang, Editor(s)

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