Robust Motion Detection Based on the Enhanced ViBe

Zhihui FAN
Zhaoyang LU
Jing LI
Chao YAO
Wei JIANG

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E98-D    No.9    pp.1724-1726
Publication Date: 2015/09/01
Publicized: 2015/06/10
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2015EDL8013
Type of Manuscript: LETTER
Category: Computer Graphics
Keyword: 
motion detection,  object detection,  shadow removal,  background substraction,  surveillance,  

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Summary: 
To eliminate casting shadows of moving objects, which cause difficulties in vision applications, a novel method is proposed based on Visual background extractor by altering its updating mechanism using relevant spatiotemporal information. An adaptive threshold and a spatial adjustment are also employed. Experiments on typical surveillance scenes validate this scheme.