Title :
Moving object detection with cast shadow suppression
Author :
Jianhua Ye ; Jun Zhang ; Zhengguang Liu
Author_Institution :
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
Abstract :
This paper presents a moving object detection method with cast shadow suppression in the RGB color space. Firstly, the background model is constructed by the metrically trimmed mean and updated adaptively. Then, the information of brightness, texture, and chromaticity is fused to discriminate the shadow and the moving object. Our experimental results demonstrate the good performance of the proposed method.
Keywords :
image colour analysis; image texture; object detection; RGB color space; cast shadow suppression; image texture; moving object detection; object brightness; object chromaticity; Adaptation models; Brightness; Histograms; Image color analysis; Laboratories; Object detection; Video sequences; Object detection; background model; shadow suppression;
Conference_Titel :
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9950-2
DOI :
10.1109/ICNC.2011.6022562
