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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] 
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] 
2007
"Super Resolution of Images and Video," Synthesis Lectures on Image, Video, & Multimedia Processing, A.K. Katsaggelos, R. Molina, and J. Mateos : Morgan & Claypool Publishers, 2007  . [Tagged] [XML] [BibTex] 
2006
R. Molina, A.K. Katsaggelos, and J. Mateos, "Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation," IEEE Trans. Image Processing, vol. 15, issue 12, 3715-3727, December 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] 
R. Molina, A.K. Katsaggelos, L.D. Alvarez, and J. Mateos, "Towards a New Video Compression Scheme Using Super-resolution," Visual Communications and Image Processing, San Jose, CA, January 2006. [PDF] [Tagged] [XML] [BibTex] 
2005
R. Molina, J. Mateos, and A.K. Katsaggelos, "Super Resolution Reconstruction of Multispectral Images," Proc. Virtual observatories: Plate Content Digitization, Arhieve Mining and Image Sequence Processing, Sofia, Bulgaria, April 2005. [PDF] [Tagged] [XML] [BibTex] 
J. Mateos, R. Molina, and A.K. Katsaggelos, "Approximations of Posterior Distributions in Blind Deconvolution Using Variational Methods," IEEE International Conference on Image Processing (ICIP 2005), vol. 2, II- 770-773, September 2005. Abstract [PDF] [Tagged] [XML] [BibTex] 
R. Molina, J. Mateos, A.K. Katsaggelos, and R.Z. Milla, "A New super Resolution Bayesian Method for Pansharpening Landsat ETM+ Imagery," 9th International Symposium on Physical Measurements and Signatures in Remote Sensing (ISPMSRS), S. Liang, J. Liu, X. Li, R. Liu, and M. Schaepman, editors, Beijing, China, 280-283, October 2005. [PDF] [Tagged] [XML] [BibTex] 
2004
L.D. Alvarez, J. Mateos, A.K. Katsaggelos, and R. Molina, "High Resolution Images from Compressed Low Resolution Video: Motion Estimation and Observable Pixels," High Resolution Images from Compressed Low Resolution Video: Motion Estimation and Observable Pixels, vol. 14, issue 2, 58-66, August 2004. [PDF] [Tagged] [XML] [BibTex] 
C.A. Segall, A.K. Katsaggelos, R. Molina, and J. Mateos, "Bayesian Resolution Enhancement of Compressed Video," IEEE Trans. on Image Processing, vol. 13, issue 7, 898-911, July 2004. [PDF] [Tagged] [XML] [BibTex] 
L.D. Alvarez, J. Mateos, R. Molina, and A.K. Katsaggelos, Observability and Predictability in Super-Resolution, , 2004  . [Tagged] [XML] [BibTex] 
2003
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. Mateos, R. Molina, and A.K. Katsaggelos, "Bayesian High Resolution Image Reconstruction with Incomplete Multisensor Low Resolution Systems," ICASSP, vol. III, Hong Kong, China, 705-708, April 2003. [PDF] [Tagged] [XML] [BibTex] 
2002
C.A. Segall, R. Molina, A.K. Katsaggelos, and J. Mateos, "Reconstruction of High-Resolution Image Frames from a Sequence of Low-Resolution and Compressed Observations," ICASSP, Orlando, Florida, III-1701-1704, May 2002. [PDF] [Tagged] [XML] [BibTex] 
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] 
A. Lopez, J. Mateos, R. Molina, and A.K. Katsaggelos, "SPECT Image Reconstruction Using Compound Prior Models," Int. Journal of Pattern Recognition and Artificial Intelligence, special issue on Advances in Pattern Recognition and Image Analysis, vol. 16, issue 3, 317-330, May 2002. [PDF] [Tagged] [XML] [BibTex] 
2001
C.A. Segall, R. Molina, A.K. Katsaggelos, and J. Mateos, "Bayesian High-Resolution Reconstruction of Low-Resolution Compressed Video," ICIP, Thessaloniki, Greece, October 2001. [PDF] [Tagged] [XML] [BibTex] 
A. Lopez, R. Molina, A.K. Katsaggelos, and J. Mateos, "SPECT Image Reconstruction Using Compound Models," ICASSP, Salt Lake City, Utah, May 2001. [PDF] [Tagged] [XML] [BibTex] 
A. Lopez, R. Molina, A.K. Katsaggelos, and J. Mateos, "SPECT Image Reconstruction Using Compound Prior Models," Simposium nacional de reconocimiento de formas y analisis de imagenes, vol. 1, Benicassim, Castellon, Spain, 209-214, May 2001. [Tagged] [XML] [BibTex] 
A.K. Katsaggelos, A. Segall, J. Mateos, and R. Molina, "Super-resolution from Compresed Video," Super-Resolution Imaging, S. Chaudhuri, editor: Kluwer Academic Publishers, 2001  . [Tagged] [XML] [BibTex] 
2000
J. Mateos, A.K. Katsaggelos, and R. Molina, "Simultaneous Motion Estimation and Resolution Enhancement of Compressed Low Resolution Video," ICIP, Vancouver, Canada, September 2000. [PDF] [Tagged] [XML] [BibTex] 
R. Molina, J. Mateos, and A.K. Katsaggelos, "Multichannel Image Restoration Using Compound Gauss-Markov Fields," International Conference on Acoustics, Speech and Signal Processing 2000, Istanbul, Turkey, June 2000. [PDF] [Tagged] [XML] [BibTex] 
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