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2009
M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos, "Super-Resolution of Multispectral Images," The Computer Journal, vol. 52, issue 1: Oxford University Press, 153-167, Jan. 2009. [PDF] [Tagged] [XML] [BibTex] 
M. Vega, R. Molina, and A.K. Katsaggelos, "L1 Prior Majorization in Bayesian Image Restoration," 16th Int. Conf. on Signal Processing, Santorini, Greece, July 2009. [PDF] [Tagged] [XML] [BibTex] 
2008
R. Molina, M. Vega, J. Mateos, and A.K. Katsaggelos, "Variational Posterior Distribution Approximation in Bayesian Super Resolution Reconstruction of Multispectral Images," Applied and Computational Harmonic Analysis, special issue on Mathematical Imaging, vol. 24, issue 2, 251-267, March 2008. [PDF] [Tagged] [XML] [BibTex] 
2006
M. Vega, 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, issue 25072, pp. 12, 2006. [PDF] [Tagged] [XML] [BibTex] 
R. Molina, M. Vega, J. Mateos, and A.K. Katsaggelos, "Parameter Estimation in Bayesian Reconstruction of Multispectral Images Using Super Resolution Techniques," ICIP, Atlanta, Georgia, October 2006. [PDF] [Tagged] [XML] [BibTex] 
R. Molina, M. Vega, J. Mateos, and A.K. Katsaggelos, "Hierarchical Bayesian Super Resolution Reconstruction of Multispectral Images," EUSIPCO-06, Florence, Italy, September 2006. [PDF] [Tagged] [XML] [BibTex] 
2003
R. Molina, M. Vega, J. Abad, and A.K. Katsaggelos, "Parameter Estimation in Bayesian High-Resolution Image Reconstruction with Multisensors," IEEE Trans. Image Processing, vol. 12, issue 12, 1642-1654, December 2003. [PDF] [Tagged] [XML] [BibTex] 
R. Molina, A.K. Katsaggelos, and M. Vega, "Bayesian Multichannel Image Restoration Using Compound Gauss-Markov Random Fields," IEEE Trans. Image Processing, vol. 12, issue 12, 1655-1667, December 03. [PDF] [Tagged] [XML] [BibTex] 
M. Vega, J. Mateos, R. Molina, and A.K. Katsaggelos, "Bayesian Parameter Estimation in Image Reconstruction from Subsampled Blurred Observations," Proceedings of IEEE International Conference on Image Processing, Barcelona, Spain, September 2003. [PDF] [Tagged] [XML] [BibTex] 
J. Mateos, M. Vega, R. Molina, and A.K. Katsaggelos, "Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images," 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003), vol. 2652, Mallorca, Spain, 445-452, June 2003. [PDF] [Tagged] [XML] [BibTex] 
J. Abad, M. Vega, R. Molina, and A.K. Katsaggelos, "Parameter Estimation in Super-resolution Image Reconstruction Problems," ICASSP, vol. III, Hong Kong, China, 709-712, April 2003. [PDF] [Tagged] [XML] [BibTex] 
2002
R. Molina, J. Mateos, A.K. Katsaggelos, and M. Vega, "A General Multichannel Image Restoration Method Using Compound Models," ICPR, Quebec City, Canada, September 2002. [PDF] [Tagged] [XML] [BibTex]