Publications

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Villena, S., M. Vega, D. Babacan, R. Molina, and A. K. Katsaggelos, "Bayesian Combination of Sparse and non Sparse Priors in Image Super Resolution", Digital Signal Processing, vol. 23, pp. 530-541, March 2013. paper.pdf (1.57 MB)
Villena, S.., M. Vega, R. Molina, and A. K. Katsaggelos, "A Non-stationary Image Prior Combination in Super-Resolution", Digital Signal Processing, vol. 32, pp. 1-10, 10/2014.
Vera, E., M. Vega, R. Molina, and A. K. Katsaggelos, "Iterative Image Restoration Using Nonstationary Priors", Applied Optics, vol. 52, pp. D102-D110, April 2013. paper.pdf (808.22 KB)
Vega, M., R. Molina, and A. K. Katsaggelos, "A Bayesian Superresolution Approach to Demosaicing of Blurred Images", EURASIP Journal on Applied Signal Processing, Special Issue on Superresolution, vol. 2006, pp. 12, 2006. paper.pdf (5.04 MB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Astronomical Image Restoration Using Variational Methods and Model Combination", Statistical Methodology, April, 2011. paper.pdf (1.13 MB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Super Resolution of Multispectral Images using l1 Image Models and Interband Correlations", Journal of Signal Processing Systems, 11/2010. paper.pdf (1.66 MB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Super-Resolution of Multispectral Images", The Computer Journal, vol. 52, pp. 153-167, Jan. 2009. paper.pdf (642.87 KB)