Title :
Restoration of degraded images using Markov random fields
Author :
El-Gabali, M. ; Shridhar, M. ; Ahmadi, Mahdi
Author_Institution :
Dept. of Electr. & Comput. Eng., Windsor Univ., Ont., Canada
Abstract :
Algorithms are presented that are capable of restoring images degraded by a variety of corrupting noise sources. These include any combination of additive and/or multiplicative Gaussian noise, focus blur and nonlinear distortion. A parallel implementation of the algorithm is shown to be feasible
Keywords :
Markov processes; picture processing; random noise; Markov random fields; additive noise; corrupting noise sources; degraded images; focus blur; image restoration; multiplicative Gaussian noise; nonlinear distortion; parallel implementation; Additive noise; Degradation; Focusing; Gaussian noise; Image restoration; Lattices; Layout; Markov random fields; Nonlinear distortion; Wideband;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location :
New York, NY
DOI :
10.1109/ICASSP.1988.196762
