Title :
Vehicle position estimation for driving pattern recognition using a monocular vision system
Author :
Nagendra, Pavan ; Venkatesh, Manjunath R.
Author_Institution :
Delphi Automotive Syst., Tech. Center India, Bangalore, India
Abstract :
The purpose of this paper is to propose a method to estimate the location of the vehicle within a road around a horizontal axis from the bird´s eye perspective. This method uses a road heuristic - the edge length of the road, in order to localize a vehicle within the road. The method aims to determine erratic vehicle steering on roads using a single camera in places where lanes and road discipline is absent. It also proposes a system which could help standardize lane discipline on such driving conditions without the existence of an actual lane.
Keywords :
computer vision; computerised navigation; edge detection; pattern recognition; traffic engineering computing; birds eye perspective; driving pattern recognition; edge detection; erratic vehicle steering; lane discipline; monocular vision system; road discipline; road edge length; road heuristic; vehicle localization; vehicle location estimation; vehicle position estimation; Cameras; Estimation; Image edge detection; Informatics; Roads; Sensors; Vehicles; Computer Vision; Driver assistance; OpenCV; Road detection; Road geometry;
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2012 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4577-1580-8
DOI :
10.1109/ICCCI.2012.6158809