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