Blind removal of lens distortion

被引:44
作者
Farid, H [1 ]
Popescu, AC [1 ]
机构
[1] Dartmouth Coll, Dept Comp Sci, Hanover, NH 03755 USA
关键词
D O I
10.1364/JOSAA.18.002072
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Virtually all imaging devices introduce some amount of geometric lens distortion. A technique is presented for blindly removing these distortions in the absence of any calibration information or explicit knowledge of the imaging device. The basic approach exploits the fact that lens distortion introduces specific higher-order correlations in the frequency domain. These correlations can be detected by using tools from polyspectral analysis. The amount of distortion is then estimated by minimizing these correlations. (C) 2001 Optical Society of America.
引用
收藏
页码:2072 / 2078
页数:7
相关论文
共 9 条
[1]  
DEVERNAY F, 1995, P SOC PHOTO-OPT INS, V2567, P62, DOI 10.1117/12.218487
[2]  
FAIG W, 1975, PHOTOGRAMM ENG REM S, V41, P1479
[3]  
FARID H, IN PRESS IEEE T IMAG
[4]  
Gradshteyn I.S., 1994, Tables of Integrals, Series, and Products
[5]   DIGITAL BISPECTRAL ANALYSIS AND ITS APPLICATIONS TO NON-LINEAR WAVE INTERACTIONS [J].
KIM, YC ;
POWERS, EJ .
IEEE TRANSACTIONS ON PLASMA SCIENCE, 1979, 7 (02) :120-131
[6]   TUTORIAL ON HIGHER-ORDER STATISTICS (SPECTRA) IN SIGNAL-PROCESSING AND SYSTEM-THEORY - THEORETICAL RESULTS AND SOME APPLICATIONS [J].
MENDEL, JM .
PROCEEDINGS OF THE IEEE, 1991, 79 (03) :278-305
[7]  
Swarninathan R., 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149), P413, DOI 10.1109/CVPR.1999.784714
[8]  
TSAI RY, 1987, IEEE T ROBOTIC AUTOM, V3, P323, DOI 10.1109/JRA.1987.1087109
[9]   CAMERA CALIBRATION WITH DISTORTION MODELS AND ACCURACY EVALUATION [J].
WENG, JY ;
COHEN, P ;
HERNIOU, M .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (10) :965-980