Title :
Blind correction of lens aberration using Zernike moments
Author :
Rahbar, Kambiz ; Faez, Karim
Abstract :
The quality of the image formed by an optical system is reduced by aberrations. This paper points out and attempts to correct blind of lens aberration. To this end Zernike moments introduced for presenting lens aberration model within which their coefficients are estimated through polyspectral analysis. The model parameters are divided into asymmetric and symmetric which are estimated through bicoherence and tricoherence respectively. The obtained precision compares favorably to the aberration given by state of the art ployspectral analysis and reaches a RMSE of 0.1 pixels.
Keywords :
Zernike polynomials; aberrations; lenses; light coherence; optical images; Zernike moments; blind correction; image quality; lens aberration; optical system; polyspectral analysis; Adaptive optics; Estimation; Lenses; Nonlinear distortion; Optical distortion; Optical imaging; Polynomials; Zernike polynomials; higher order spectral; lens aberration;
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2011.6116694