DocumentCode :
1892180
Title :
LED traffic sign detection with the fast radial symmetric transform and symmetric shape detection
Author :
WooYeol Jun ; JeongMok Ha ; Byeongchan Jeon ; JoonHo Lee ; Hong Jeong
Author_Institution :
Dept. of Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
fYear :
2015
fDate :
June 28 2015-July 1 2015
Firstpage :
310
Lastpage :
315
Abstract :
We present a method that can detect a circular traffic signs and Light Emitting Diode (LED) traffic signs by combining fast radial symmetric transform and a proposed symmetric shape detection method. The proposed method can choose the appropriate size and sign type by computing the confidence of given image to each pre-defined signs, In a real road video that includes LED signs and circular traffic signs, our algorithm scored 94.3 % detection ratio and 0.33 false positive per frame; these results are acceptable in advanced driver assistance systems.
Keywords :
driver information systems; light emitting diodes; object detection; road traffic; shape recognition; video signal processing; LED traffic sign detection; advanced driver assistance systems; circular traffic signs; fast radial symmetric transform; light emitting diode; real road video; symmetric shape detection; Image edge detection; Light emitting diodes; Manganese; Roads; Shape; Tin; Transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2015 IEEE
Conference_Location :
Seoul
Type :
conf
DOI :
10.1109/IVS.2015.7225704
Filename :
7225704
Link To Document :
بازگشت