Bidirectional Background Modeling for Video Surveillance

TP391.41%TP277; Traditional background model methods often require complicated computations,and are sensitive to illumination and shadow.In this paper,we propose a block-based background modeling method,and use our proposed method to combine color and texture characteristics.Suppression and relaxati...

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Bibliographic Details
Published in电子科技学刊 Vol. 10; no. 3; pp. 232 - 237
Main Authors Chih-Yang Lin, Wei-Wen Chang, Yung-Chen Chou
Format Journal Article
LanguageEnglish
Published Department of Computer Science and Information Engineering, Asia University,Taichung 2012
Subjects
motion detection
Background modeling
Gaussian mixture modeling
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Summary:TP391.41%TP277; Traditional background model methods often require complicated computations,and are sensitive to illumination and shadow.In this paper,we propose a block-based background modeling method,and use our proposed method to combine color and texture characteristics.Suppression and relaxation are the two key strategies to resist illumination changes and shadow disturbance.The proposed method is quite efficient and is capable of resisting illumination changes.Experimental results show that our method is suitable for real-word scenes and real-time applications.
ISSN:1674-862X
DOI:10.3969/j.issn.1674-862X.2012.03.008