Title :
A Novel Composite Camera Calibration Method and its Application in Vehicle Impact Experiment
Author :
Liu, Xiang ; Su, Qianmin ; Deng, Zibing
Author_Institution :
Coll. of Electron. & Electr. Eng., Shanghai Univ. of Eng. Sci., Shanghai
Abstract :
A composite camera calibration method is presented, in which step-by-step calibration based on coplanar targets is taken in the process of determining the extrinsic and intrinsic parameters of camera and the least squares method is taken for solving radial distortion parameters and further iterative optimization. Moreover among the identification of calibration points, the encoding unit is introduced to realize the automatic matching between the calibration points and pixel points. Besides that, the algorithm of line detection based on Hough transform and line intersection is taken for the identification of central position, so as to avoid the measurement error from usual Hough oval detection methods. Finally this method is applied to the qualitative and quantitative analysis of automotive collision course. The results show its obvious effectiveness and stability.
Keywords :
Hough transforms; calibration; computer vision; image sensors; least mean squares methods; road safety; traffic engineering computing; Hough oval detection methods; Hough transform; automatic matching; automotive collision course; composite camera calibration method; iterative optimization; least squares method; qualitative analysis; quantitative analysis; radial distortion parameters; step-by-step calibration; vehicle impact experiment; Automotive engineering; Calibration; Cameras; Encoding; Iterative algorithms; Iterative methods; Least squares methods; Measurement errors; Optimization methods; Vehicles; camera calibration; camera model; vehicle impact experiment;
Conference_Titel :
Electronic Computer Technology, 2009 International Conference on
Conference_Location :
Macau
Print_ISBN :
978-0-7695-3559-3
DOI :
10.1109/ICECT.2009.87