A New Distortion Correction Algorithm Based on Image Magnification

被引:0
作者
Wang, Min [1 ]
Pan, Hui [1 ]
Xu, Jingliang [1 ]
Liu, Xiaohui [1 ]
Xu, Sixiang [1 ]
机构
[1] Anhui Univ Technol, Sch Mech Engn, Maanshan, Anhui, Peoples R China
来源
MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8 | 2012年 / 433-440卷
关键词
distortion correction; magnification; distortion coefficient; line-fitting; CAMERA CALIBRATION;
D O I
10.4028/www.scientific.net/AMR.433-440.5162
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A new method to correct a distorted image is proposed, which is based on the relationship between image magnification and distortion coefficient. Firstly, the image magnification is solved. Then, the image distorted coefficient can be obtained by simple linear operation. Ultimately, experiments are carried out, where the correction results obtained by the collinear points-based method are compared with the method proposed in this paper. The results show both provide good correction effects, but, the accuracy of the new proposed method is higher and the proposed method takes the advantages of simple algorithm, few known conditions and fast computing speed. The new method has great significance in engineering metrology and complex condition.
引用
收藏
页码:5162 / 5166
页数:5
相关论文
共 9 条
[1]  
Islam M. S., DICTA2009, P505
[2]   Novel calibration and lens distortion correction of 3D reconstruction systems [J].
Jin, S. Q. ;
Fan, L. Q. ;
Liu, Q. Y. ;
Lu, R. S. .
4TH INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY (ISIST' 2006), 2006, 48 :359-363
[3]  
Leel D., SICE ICASE INT JOINT, P2964
[4]  
Luo Q., IEEE ICIEA2009, P2676
[5]   Optical distortion correction for liquid droplet visualization using the ray tracing method: further considerations [J].
Minor, G. ;
Oshkai, P. ;
Djilali, N. .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2007, 18 (11) :L23-L28
[6]   Lens Distortion Correction Using Ideal Image Coordinates [J].
Park, Junhee ;
Byun, Seong-Chan ;
Lee, Byung-Uk .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (03) :987-991
[7]   Correction of Radial Distortion Based on Line-Fitting [J].
Song, Gwang-Yul ;
Lee, Joon-Woong .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2010, 8 (03) :615-621
[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