Color image restoration using compound Gauss-Markov Random Fields

European Signal Processing Conference

Volumn 2015-March, Issue March, 2000, Pages

  Mateos, Javier ^a   Katsaggelos, Aggelos K ^b   Molina, Rafael ^a  

^a UNIVERSITY OF GRANADA   (Spain)

^b NORTHWESTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR; COLOR IMAGE PROCESSING; GAUSSIAN DISTRIBUTION; IMAGE RECONSTRUCTION; MARKOV PROCESSES; RESTORATION;

COLOR IMAGE RESTORATION; COLOR IMAGES; COMPOUND GAUSS-MARKOV RANDOM FIELDS; IMAGE BAND; INTENSITY VALUES; LINE PROCESS; MULTICHANNEL; REAL IMAGES;

SIGNAL PROCESSING;

EID: 84937047424     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Galatsanos, N. P. and Chin, R. T. "Digital Restoration of Multichannel Images", IEEE Trans. Acoust. Speech, Signal Processing, vol. 37, n. 3, pp. 415-421, 1989.
2. Galatsanos, N. P. Katsaggelos, A. K. Chin and R. T. Hillery, A. D. "Least Squares Restoration of Multichannel Images", IEEE Trans. on Signal Processing, vol. 39, n. 10, pp. 2222-2236, 1991.
3. Geman, S. Geman D. "Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images", IEEE Trans. on PAMI, vol. PAMI-9, n. 6, pp. 721-742, 1984.
4. Jeng, F. C. "Compound Gauss-Markov Random Fields for Image Estimation and Restoration", Ph. D Thesis, Rensselaer Polytechnic Institute, 1988.
5. Jeng, F. C. and Woods, J. W. "Simulated Annealing in Compound Gaussian Random Fields", IEEE Trans. Inform. Theory, n. 36, pp. 94-107, 1988.
6. Jeng, F. C. and Woods, J. W. "Compound Gauss-Markov Models for Image Processing", in Digital Image Restoration, Katsaggelos, A. K. (ed. ), Springer Series in Information Science, vol. 23, Springer-Verlag, 1991.
7. Molina, R. Mateos, J. "Multichannel Image Restoration in Astronomy", Vistas in Astronomy, vol. 41, n. 3, pp. 373-379, 1997.
8. Molina, R. Katsaggelos, A. K. Mateos, J. Hermoso, A. Segall, A. "Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields", Pattern Recognition, vol. 33, pp. 555-571, 2000.