Title :
Measurement of Safe Driving Distance Based on Stereo Vision
Author :
Hou A-Lin ; Cui Xue ; Geng Ying ; Yuan Wen-Ju ; Hou Jie
Author_Institution :
Coll. of Comput. Sci. & Eng., Changchun Univ. of Technol., Changchun, China
Abstract :
The measurement of safe driving distance based on stereo vision is proposed. The model of camera imaging is established using traditional camera calibration method firstly. Secondly, the projection matrix is deduced according to camera´s internal and external parameter and used to calibrate the camera. The method of camera calibration based on two-dimensional target plane is adopted. Then the distortion parameters are calculated when the nonlinear geometric model of camera imaging is built. Moreover, the camera´s internal and external parameters are optimized on the basis of the projection error´ least squares criterion so that the un-distortion image can be obtained. The matching is done between the left image and the right image corresponding to angular point. The parallax error and the distance between the target vehicle and the camera can be calculated. The experimental results show that the measurement scheme is an effective one in a security vehicles spacing survey. The proposed system is convenient for driver to control in time and precisely. It is able to increase the security in intelligent transportation vehicles.
Keywords :
automated highways; calibration; cameras; distance measurement; geometry; image matching; least squares approximations; matrix algebra; road safety; stereo image processing; traffic engineering computing; visual perception; camera calibration method; camera external parameter; camera imaging; camera internal parameter; distortion parameters; image matching; intelligent transportation vehicles; nonlinear geometric model; parallax error; projection error least squares criterion; projection matrix; safe driving distance measurement; security vehicles spacing survey; stereo vision; target vehicle; two-dimensional target plane; undistortion image; Calibration; Cameras; Correlation; Nonlinear distortion; Stereo vision; Transmission line matrix methods; Vehicles; binocular stereo vision; camera calibration; matching; measurement; safe driving distance;
Conference_Titel :
Image and Graphics (ICIG), 2011 Sixth International Conference on
Conference_Location :
Hefei, Anhui
Print_ISBN :
978-1-4577-1560-0
Electronic_ISBN :
978-0-7695-4541-7
DOI :
10.1109/ICIG.2011.27