Texture and Motion Pattern Fusion for Background Subtraction
Bineng Zhong1, Xiaopeng Hong, Hongxun Yao, Shiguang Shan, Xilin Chen, Wen Gao
1Harbin Institute of Technology
Available Online December 2008.
- 10.2991/jcis.2008.59How to use a DOI?
- Background Subtraction, texture pattern, motion pattern
In this paper, we propose a novel background subtraction algorithm, which takes both texture and motion information into account. Texture information is represented by local binary pattern (LBP), which is tolerant of illumination changes and is computational simplicity. Assuming that there is significant structure in the correlations between observations across time, we propose a novel operator to extract motion information. Then, each pixel is modeled as a group of texture pattern histograms and motion pattern histograms respectively. Finally, we combine the texture pattern-based and motion pattern-based background model. Experimental results on challenging videos demonstrate the robustness and effectiveness of the proposed method.
- © 2008, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Bineng Zhong AU - Xiaopeng Hong AU - Hongxun Yao AU - Shiguang Shan AU - Xilin Chen AU - Wen Gao PY - 2008/12 DA - 2008/12 TI - Texture and Motion Pattern Fusion for Background Subtraction BT - Proceedings of the 11th Joint Conference on Information Sciences (JCIS 2008) PB - Atlantis Press SP - 345 EP - 351 SN - 1951-6851 UR - https://doi.org/10.2991/jcis.2008.59 DO - 10.2991/jcis.2008.59 ID - Zhong2008/12 ER -