TY - GEN
T1 - The algorithm of moving human body detection based on region background modeling
AU - Lei, Tao
AU - Fan, Yangyu
AU - Li, Liandong
PY - 2009
Y1 - 2009
N2 - A novel moving human body detection algorithm based on background modeling is proposed. It constructs a moving region with the difference image of adjacent frames, and constructs the second moving region with the difference image of following adjacent frames, so that the regions of background update are acquired by computing the difference between the moving regions and the intersection of front and behind moving regions, and they are updated according to the regions' stability probability. Based on the constructed background model, the moving human body is segmented with the combination of the maximum color difference and the adaptive threshold. The experiment result shows that the novel algorithm can not only establish the background model effectively, but also detect the moving human body perfectly with high robustness and real time in the complex environment.
AB - A novel moving human body detection algorithm based on background modeling is proposed. It constructs a moving region with the difference image of adjacent frames, and constructs the second moving region with the difference image of following adjacent frames, so that the regions of background update are acquired by computing the difference between the moving regions and the intersection of front and behind moving regions, and they are updated according to the regions' stability probability. Based on the constructed background model, the moving human body is segmented with the combination of the maximum color difference and the adaptive threshold. The experiment result shows that the novel algorithm can not only establish the background model effectively, but also detect the moving human body perfectly with high robustness and real time in the complex environment.
KW - Human body detection
KW - Region background modeling
KW - Region stability probability
UR - https://www.scopus.com/pages/publications/77949442436
U2 - 10.1109/CNMT.2009.5374792
DO - 10.1109/CNMT.2009.5374792
M3 - 会议稿件
AN - SCOPUS:77949442436
SN - 9781424452736
T3 - Proceedings - 1st International Symposium on Computer Network and Multimedia Technology, CNMT 2009
BT - Proceedings - 1st International Symposium on Computer Network and Multimedia Technology, CNMT 2009
T2 - 1st International Symposium on Computer Network and Multimedia Technology, CNMT 2009
Y2 - 18 December 2009 through 20 December 2009
ER -