Title :
Blind deconvolution of blurred images from multiple observations using the GCD algorithm
Author :
Hadhoud, Mohiy M. ; Dessouky, Moawad I. ; El-Samie, Fathi E Abd ; El-Khamy, Said E.
Author_Institution :
Fac. of Electron. Eng., Menoufia Univ., Egypt
Abstract :
This paper suggests an approach for the 2-D blind deconvolution of more than two observations using the two-dimension greatest common divisor (GCD) algorithm. This approach benefits from the information in each observation at the same time instead of using only two observations at a time. The approach depends on forming a combinational image from the available observations and performing the 2-D GCD on this image with all observations and then averaging the results to obtain the estimated image. Results are presented to illustrate the superiority of the proposed method
Keywords :
deconvolution; image restoration; 2D GCD algorithm; 2D blind deconvolution; blind deconvolution; blurred images; combinational image; estimated image; image restoration; multiple observations; two-dimension greatest common divisor; Data mining; Deconvolution; Degradation; Distortion measurement; Equations; Finite impulse response filter; Gaussian noise; Image restoration; Layout; Two dimensional displays;
Conference_Titel :
Radio Science Conference, 2001. NRSC 2001. Proceedings of the Eighteenth National
Conference_Location :
Mansoura
Print_ISBN :
977-5031-68-0
DOI :
10.1109/NRSC.2001.929229