Title :
A Novel Algorithm of Moving Cast Shadow Suppression
Author :
Haixiang Xu ; Xia, Xuezhi ; Guo, Liyan ; Chen, Wei ; Huang, Guanglin
Author_Institution :
Wuhan Digital Eng. Inst.
Abstract :
Vehicle detection is critical to traffic surveillance and management systems. In real outdoor daylight scenes, shadows cast by moving vehicles are often detected as a part of the moving vehicles since shadows move in accordance with the movement of vehicles, which will heavily affects accuracy of vehicle detection. In this paper, a novel algorithm is proposed to suppress the moving cast shadow for vehicle detection based on four properties of the moving cast shadow. Simulation results indicate that the proposed algorithm can effectively suppress moving cast shadows of input image, which helps to improve accuracy of vehicle detection
Keywords :
image recognition; road vehicles; traffic engineering computing; video surveillance; moving cast shadow suppression; outdoor daylight scenes; traffic management systems; traffic surveillance; vehicle detection; Data mining; Intelligent sensors; Layout; Light sources; Shape; Solid modeling; Surveillance; Traffic control; Vehicle detection; Vehicles;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345680