TY - GEN
T1 - A robust moving object detection approach
AU - Hu, Fu Yuan
AU - Zhang, Yan Ning
AU - Wong, Hau San
AU - Pan, Quan
PY - 2008
Y1 - 2008
N2 - Change detection is one of the most important research issues in the field of video processing. This paper presents an adaptive method of objects and shadows detection in video streams based on the HSI color space. Bi-models of background is set up via the minimum, the maximum and the largest interframe absolute difference of per static pixel, which are adaptively updated by synthesizing pixel level, object level and frame level method. In addition, motion region are built by three-level region chain structure to deal with the errors' detection results. Finally, we remove cast shadows using the generic properties of luminance, chrominance and gradient density in HSI color space. Experimental results and their evaluation verify the effectiveness and the robustness of the proposed approach. © 2008 IEEE.
AB - Change detection is one of the most important research issues in the field of video processing. This paper presents an adaptive method of objects and shadows detection in video streams based on the HSI color space. Bi-models of background is set up via the minimum, the maximum and the largest interframe absolute difference of per static pixel, which are adaptively updated by synthesizing pixel level, object level and frame level method. In addition, motion region are built by three-level region chain structure to deal with the errors' detection results. Finally, we remove cast shadows using the generic properties of luminance, chrominance and gradient density in HSI color space. Experimental results and their evaluation verify the effectiveness and the robustness of the proposed approach. © 2008 IEEE.
UR - https://www.scopus.com/pages/publications/52149106446
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-52149106446&origin=recordpage
U2 - 10.1109/CISP.2008.738
DO - 10.1109/CISP.2008.738
M3 - RGC 32 - Refereed conference paper (with host publication)
SN - 9780769531199
VL - 4
SP - 145
EP - 149
BT - Proceedings - 1st International Congress on Image and Signal Processing, CISP 2008
T2 - 1st International Congress on Image and Signal Processing, CISP 2008
Y2 - 27 May 2008 through 30 May 2008
ER -