DocumentCode
3269076
Title
Vehicle Motion Tracking Using Symmetry of Vehicle and Background Subtraction
Author
Unno, Hiroshi ; Ojima, Kouki ; Hayashibe, Keikichi ; Saji, Hitoshi
Author_Institution
Shizuoka Univ., Shizuoka
fYear
2007
fDate
13-15 June 2007
Firstpage
1127
Lastpage
1131
Abstract
We propose a new method of vehicle motion tracking. In our method, we use the template matching method for tracking. The template matching method has been used in many applications. In vehicle tracking, there are some problems, such as vehicle size change, occlusions, and shaded areas. To solve these problems, we divide and update the template at every frame by the background subtraction method. Moreover, we use the information that the front of the vehicle body is symmetric, and we remove areas other than the vehicle area and update the template correctly. We evaluate the efficacy of our method on several video frames.
Keywords
image matching; motion estimation; optical tracking; road accidents; road traffic; road vehicles; traffic information systems; background subtraction; occlusion; road accident; road traffic; template matching; vehicle motion tracking; vehicle size change; video frame; Cameras; Data mining; Filters; Image processing; Noise reduction; Road accidents; Road safety; Road vehicles; Tracking; Vehicle detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium, 2007 IEEE
Conference_Location
Istanbul
ISSN
1931-0587
Print_ISBN
1-4244-1067-3
Electronic_ISBN
1931-0587
Type
conf
DOI
10.1109/IVS.2007.4290269
Filename
4290269
Link To Document