DocumentCode
2140786
Title
A new segmentation technique for classification of moving vehicles
Author
Zhang, Chunrui ; Siyal, M.Y.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
Volume
1
fYear
2000
fDate
2000
Firstpage
323
Abstract
Image processing techniques are now considered flexible and practical for collecting and analyzing road traffic data. However, traditional image processing techniques based on grey scale images have not provided good results. In this paper we introduce a new technique, which is based on colour motion segmentation and split-merge segmentation approaches. First we use motion segmentation to determine the rough position of moving vehicles in a sequence of images. Then we apply the split-merge segmentation on the colour images. In this way we need not process the whole image, which saves computation time. Instead of determining the threshold value manually, which is the case in most vision-based traffic systems, we use an adaptive threshold to automatically choose the threshold value for split-merge method. We also classify the vehicle into 4 categories based on the feature of contour. The experiment results show that this method is quite promising
Keywords
image classification; image segmentation; road traffic; traffic control; adaptive threshold; colour motion segmentation; grey scale images; image processing techniques; moving vehicles classification; road traffic data; rough vehicle position determination; segmentation technique; split-merge method; split-merge segmentation; vision-based traffic systems; Automotive engineering; Computer vision; Control systems; Data engineering; Diodes; Image processing; Image segmentation; Motion segmentation; Road transportation; Road vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference Proceedings, 2000. VTC 2000-Spring Tokyo. 2000 IEEE 51st
Conference_Location
Tokyo
ISSN
1090-3038
Print_ISBN
0-7803-5718-3
Type
conf
DOI
10.1109/VETECS.2000.851471
Filename
851471
Link To Document