Title :
Unified approach to image distortion
Author :
Tamaki, Tom ; Yamamura, Tsuyoshi ; Ohnishi, Noboru
Author_Institution :
Fac. of Eng., Niigata Univ., Japan
Abstract :
We propose a new unified approach to deal with two-formulations of image distortion and a method for estimating the distortion parameters by using the both formulations; the two formulations have been developed separately. The proposed method is based on image registration and consists of nonlinear optimization to estimate parameters including view change and radial distortion. Experimental results demonstrate that our approach works well for both formulations.
Keywords :
image registration; optimisation; parameter estimation; distortion model; distortion parameter estimation; image distortion; image registration; nonlinear optimization; radial distortion; view change; Calibration; Cameras; Computer vision; Image registration; Information science; Lenses; Nonlinear distortion; Optimization methods; Parameter estimation; Pixel;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048370