DocumentCode :
2365531
Title :
Efficient detection of speed limit signs within obscure environment
Author :
Srinonchat, Jakkree
Author_Institution :
Electron. & Telecoomunication Eng. Dept., Rajamangala Univ. of Technol. Thanyaburi, Thanyaburi, Thailand
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
311
Lastpage :
314
Abstract :
An automatic speed limit signs detection and recognition system would be important in a driver assistance system and intelligent transport system. It can be reduced the car accidents if the drivers pay attention to the signs. However, those signs might be located in the obscure environment that makes the trouble for driver to detect and recognize. This work presents the technique to detect and recognize the speed limit sign based on obscure environment using the intra-frame intersection technique. Also the HSV, color segmentation and the dilation with erosion technique are employed. The results show that this technique can provide 100% accuracy to detect and recognize the number of speed limit signs in the condition of 35% obscure environment.
Keywords :
automated highways; driver information systems; image recognition; object detection; HSV; automatic speed limit signs detection; automatic speed limit signs recognition system; color segmentation; driver assistance system; efficient detection; erosion technique; intelligent transport system; intra-frame intersection technique; obscure environment; component; detection speed limit sign; intra-frame intersection technique; obscure environment; recognition speed limit sign;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Wireless, Mobile and Multimedia Networks (ICWMNN 2010), IET 3rd International Conference on
Conference_Location :
Beijing
Type :
conf
DOI :
10.1049/cp.2010.0678
Filename :
5703016
Link To Document :
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