Title :
Experimental Study on Camera Calibration and Pose Estimation for the Application to Vehicle´s Wheel Alignment
Author :
Park, Mun-Soo ; Kwon, Ji-Wook ; Park, MinHo ; Kin, Jung Su ; Hong, Suk-Kyo ; Han, Sang Wan
Author_Institution :
Dept. of Electr. & Comput. Eng., Ajou Univ., Suwon
Abstract :
In this paper, we discuss about the experimental results of camera calibration and pose estimation for the application to vehicle´s wheel alignment system using single camera. At first, we define a camera model for the camera system considered. For this model which consists of a linear part (ideal pinhole camera model) and a nonlinear part (lens distortion model), we drive a systematic and iterative calibration algorithm and pose estimation algorithm. In addition, we develop a coordinate matching algorithm which calculates matched sequence of order in both extracted image coordinate and object coordinate for non-interactive calibration and pose estimation. Based on the results of calibration, we also develop a camera simulator to confirm the results of calibration and compare the results of simulations with those of experiments in pose estimation
Keywords :
calibration; computer vision; image matching; image sensors; iterative methods; optical distortion; photographic lenses; pose estimation; vehicles; wheels; 3D vision based vehicle wheel alignment system; camera calibration; coordinate matching algorithm; ideal pinhole camera model; iterative calibration algorithm; lens distortion model; pose estimation; systematic calibration algorithm; Calibration; Cameras; Data mining; Iterative algorithms; Lenses; Machine vision; Nonlinear distortion; Parameter estimation; Robot vision systems; Wheels; Camera calibration; nonlinear parameter estimation; pose estimation; wheel alignment;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.314911