Title :
Video-based on-road driving safety system with lane detection and vehicle detection
Author :
Chen, Weijie ; Jian, Linni ; Sy-Yen Kuo
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
In this paper, an integrated driving safety system, which combines map navigation, lane detection, vehicle detection and speed camera warning, is presented. Lane detection and vehicle detection are work together for providing accurate recognition result. The system is porting on PAPAGO P3 driving recorder to verify the recognition rate and performance through field testing. With the knowledge of road model and vehicle appearance, either Lane Departure Warning System and Front Collision Warning System provides advanced assistance to drivers. Experimental results show that the proposed method is robust and the performance is capable for practical applications.
Keywords :
automated highways; collision avoidance; driver information systems; navigation; object recognition; road safety; video cameras; video surveillance; PAPAGO P3 driving recorder; driver assistance system; front collision warning system; integrated driving safety system; lane departure warning system; lane detection; map navigation; road model; speed camera warning; vehicle appearance; vehicle detection; video-based on-road driving safety; Cameras; Image edge detection; Navigation; Roads; Safety; Vehicle detection; Vehicles; driving safety; intelligent transportation system; lane detection; vehicle detection;
Conference_Titel :
ITS Telecommunications (ITST), 2012 12th International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-3071-8
Electronic_ISBN :
978-1-4673-3069-5
DOI :
10.1109/ITST.2012.6425237