DocumentCode
3158346
Title
Vehicle Detection Based on Hypothesis and Verification of Objects
Author
Li, Q. ; Sun, F.-C.
Author_Institution
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
Volume
2
fYear
2006
fDate
4-6 Oct. 2006
Firstpage
2128
Lastpage
2131
Abstract
A novel method to detect vehicles is presented in the paper. Firstly, hypothesis of the vehicle is formed according to the geometrical features of the rear of the vehicle by the statistical histogram. Secondly, hypothesis is verified by the property of the shadow cast by the car according to a prior acknowledgement of traffic scene. Lastly, the vehicle detection is realized by hypothesis and verification of objects. The experimental results show the efficiency and feasibility of the method.
Keywords
automobiles; feature extraction; object detection; road traffic; statistical analysis; car; geometrical feature; object verification; shadow cast; statistical histogram; traffic scene; vehicle hypothesis detection; Face detection; Histograms; Image edge detection; Layout; Object detection; Road vehicles; Systems engineering and theory; Vehicle detection; Vehicle driving; Vehicle safety; objects hypothesis; objects verification; statistical histogram; vehicles detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Engineering in Systems Applications, IMACS Multiconference on
Conference_Location
Beijing
Print_ISBN
7-302-13922-9
Electronic_ISBN
7-900718-14-1
Type
conf
DOI
10.1109/CESA.2006.4281989
Filename
4281989
Link To Document