DocumentCode :
2462191
Title :
Applying Visual Image and Satellite Positioning for Fast Vehicle Detection and Lane Marking Recognition
Author :
Chang, Bao Rong ; Tsai, Hsiu Fen
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
fYear :
2009
fDate :
12-14 Sept. 2009
Firstpage :
518
Lastpage :
521
Abstract :
Vision difference or inattention to the traffic condition often causes the unnecessary traffic accidents while driving. Therefore, this study is to fast detect both the preceding vehicle and lane marking at the least response time 0.5972 seconds. After coordinate transformation converts image plane coordinates of the preceding vehicle to GPS coordinates, the headway between cars is obtained to assist driver in successfully identifying traffic situation. The reduced accident rate for the proposed system is about 70~82%, which performance is superior to the current collision warning system built in VOLVO, Mercedes-Benz, or BMW cars.
Keywords :
Global Positioning System; automated highways; automobiles; driver information systems; image recognition; object detection; road accidents; road traffic; GPS; car; collision warning system; coordinate transformation; driver assistance; fast vehicle detection; image plane coordinate; lane marking recognition; road traffic accident; satellite positioning; visual image; Alarm systems; Delay; Global Positioning System; Image converters; Image recognition; Road accidents; Satellites; Vehicle detection; Vehicle driving; Vehicles; Lane marking recognition; Satellite positioning; Vehicle detection; Vision/GPS sensing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4244-4717-6
Electronic_ISBN :
978-0-7695-3762-7
Type :
conf
DOI :
10.1109/IIH-MSP.2009.160
Filename :
5337362
Link To Document :
بازگشت