Title :
A calibration-free lens distortion correction method for low cost digital imaging
Author :
Yu, Wonpil ; Chung, Yunkoo
Author_Institution :
Spatial Inf. Technol. Center, ETRI, Daejeon, South Korea
Abstract :
This paper describes a new lens distortion correction method suitable for consumer digital imaging and consequent mobile computing applications. First, a convenient way of camera calibration for lens distortion coefficient estimation is proposed with experimental validation. An image warping method for lens distortion removal is formulated by inverse spatial mapping; subsequently, an approximation scheme is proposed which is adapted for real-time application. Finally, the method is extended such that the calibration stage can be completely removed. Experimental results show that the proposed method effectively replaces costly calibration process and provides a distortion-free quality image.
Keywords :
cameras; image enhancement; mobile computing; photographic lenses; calibration-free lens distortion correction method; camera calibration; digital imaging; distortion removal; distortion-free quality image; image warping method; inverse spatial mapping; lens distortion coefficient estimation; mobile computing application; real-time application; Calibration; Computer applications; Costs; Digital cameras; Digital images; Information technology; Lenses; Mobile computing; Optical distortion; Optical imaging;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247086