Calibrating camera radial distortion with cross-ratio invariability

被引:72
作者
Zhang, GJ [1 ]
He, JJ [1 ]
Yang, XM [1 ]
机构
[1] Beijing Univ Aeronaut & Astronaut, Sch Automat Sci & Elect Engn, Beijing 100083, Peoples R China
关键词
camera lens; radial distortion; distortion calibration; distortion correction; cross-ratio invariability; industrial machine vision;
D O I
10.1016/S0030-3992(03)00053-7
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The calibration of camera distortion plays an important role in the field of industrial machine vision application. In this paper, a novel approach for calibrating camera radial distortion is presented based on cross-ratio invariability for perspective projection. Assumed to be with one-order radial distortion, the image coordinates and the cross-ratio of only four collinear points in space are needed in this approach. The cross-ratio, easily known from a calibration target, is identical with that of the four corresponding image points. This is called the cross-ratio invariability for perspective projection. A monadic two-order equation is built based on the cross-ratio invariability, which gives an accurate solution to radial distortion coefficients. A digital simulation and a practical image correction prove this approach to be simple, accurate, efficient and time saving. (C) 2003 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:457 / 461
页数:5
相关论文
共 15 条
[1]   A new approach for nonlinear distortion correction in endoscopic images based on least squares estimation [J].
Asari, KV ;
Kumar, S ;
Radhakrishnan, D .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1999, 18 (04) :345-354
[2]  
Faugeras O., 1993, 3 DIMENSIONAL COMPUT, P7
[3]  
Haneish H., 1993, IEEE C REC MED IMAG, V3, P1717
[4]   A NEW METHOD FOR DISTORTION CORRECTION OF ELECTRONIC ENDOSCOPE IMAGES [J].
HANEISHI, H ;
YAGIHASHI, Y ;
MIYAKE, Y .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1995, 14 (03) :548-555
[5]   Geometric camera calibration using circular control points [J].
Heikkilä, J .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (10) :1066-1077
[6]   Videoendoscopic distortion correction and its application to virtual guidance of endoscopy [J].
Helferty, JP ;
Zhang, C ;
McLennan, G ;
Higgins, WE .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (07) :605-617
[7]  
LENS R, 1991, IEEE T PATTERN ANAL, V12, P1240
[8]  
MA SD, 1998, COMPUTER VISION, P52
[9]   Nonlinear calibration of a laser stripe profiler [J].
McIvor, AM .
OPTICAL ENGINEERING, 2002, 41 (01) :205-212
[10]  
Onodera Y., 1992, Transactions of the Institute of Electronics, Information and Communication Engineers D-II, VJ75D-II, P1009