DocumentCode
400139
Title
Vehicle detection from three line scanner image
Author
Puntavungkour, Sompoch ; Shibasaki, Roysuke
Author_Institution
Center for Spatial Inf. Sci., Tokyo Univ., Japan
Volume
1
fYear
2003
fDate
12-15 Oct. 2003
Firstpage
785
Abstract
Nowadays, traffic jam becomes severe rapidly. Therefore we presented the algorithms of vehicle monitoring from Three Line Scanner Imagery. In our contribution, the framework consists of three steps: vehicle detection, moving/ parking vehicle discrimination and vehicle parking identification. Now we focus on vehicle detection by Nadir-Single TLS images. We applied Explicit Model Approach. Firstly, segmented image is created by region and non-vehicle regions are removed We detect the cue of Vehicle from the raw image and generate vehicle candidate from vehicle likely region from segmented image by frame detector expansion technique secondly. At the last step, vehicle in the image have been verified detected by vehicle model matching. Finally, the promising results is shown and listed in this study.
Keywords
helicopters; image segmentation; object detection; road vehicles; transportation; Nadir-Single TLS images; TLS imagery; frame detector expansion technique; image segmentation; moving vehicle discrimination; parking vehicle discrimination; parking vehicle identification; three line scanner imagery; vehicle detection; vehicle model matching; vehicle monitoring system; Cities and towns; High-resolution imaging; Image segmentation; Intelligent sensors; Intelligent transportation systems; Monitoring; Robustness; Traffic control; Vehicle detection; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN
0-7803-8125-4
Type
conf
DOI
10.1109/ITSC.2003.1252057
Filename
1252057
Link To Document