Title :
An Accurate Shadow Removal Method for Vehicle Tracking
Author :
Zhu, Zhou ; Lu, Xiaobo
Author_Institution :
Sch. of Transp., Southeast Univ., Nanjing, China
Abstract :
This paper proposed an accurate shadow removal method for vehicle tracking. Firstly we detect and remove the shadow using optical gain based gradient analysis,in this process some parts of vehicle which are similar to shadow region in color space may be detected as shadow and removing these parts will leave some holes in the vehicle region. Then we fill these holes using the skeleton information of vehicle. Finally the shadow edge is eliminated by geometric scanning. Experimental results show that the shadow can be removed precisely using the proposed method.
Keywords :
target tracking; traffic engineering computing; video surveillance; accurate shadow removal method; geometric scanning; gradient analysis; shadow edge elimination; vehicle tracking; Filling; Image color analysis; Image edge detection; Optical imaging; Pixel; Skeleton; Vehicles; Background substraction; Shadow detection; Shadow removal; Skeleton; Vehicle tracking;
Conference_Titel :
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8432-4
DOI :
10.1109/AICI.2010.135