Biblio

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In Press
Ruiz, P., J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, "Bayesian Active Remote Sensing Image Classification", IEEE Transactions on Geoscience and Remote Sensing, In Press.
2012
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Astronomical Image Restoration Using Variational Methods and Model Combination", Statistical Methodology, vol. 9, pp. 19-31, January, 2012.  (1.22 MB)
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Blur Deconvolution and Denoising in the Dual Exposure Problem", Information Fusion, August, 2012.  (2.78 MB)
Tallon, M., D. Babacan, J. Mateos, M. Do, R. Molina, and A. K. Katsaggelos, "Upsampling and Denoising of Depth Maps Via Joint-Segmentation", European Signal Processing Conference (EUSIPCO), Bucharest, Romania, Aug. 27-31, 2012.  (1.26 MB)
2011
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Astronomical Image Restoration Using Variational Methods and Model Combination", Statistical Methodology, April, 2011.  (1.13 MB)
Ruiz, P., J. Mateos, R. Molina, and A. K. Katsaggelos, "A Bayesian Active Learning Framework for a Two-Class Classification Problem", MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, Pisa, Italy, Dec. 13-15, 2011.  (248.3 KB)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Bayesian TV Denoising of SAR images", IEEE International Conference on Image Processing, Brussels, Belgium, Sept. 11-14, 2011.  (1.31 MB)
Tallon, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Image prior combination in space-variant blur deconvolution for the dual exposure problem", 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Dubrovnik (Croatia), Sept. 4-6, 2011.  (2.81 MB)
Ruiz, P., J. V. Talens, J. Mateos, R. Molina, and A. K. Katsaggelos, "Interactive Classification Oriented Superresolution of Multispectral Images", 7th International Workshop Data Analysis in Astronomy 'Livio Scarsi and Vito Di Gesu' (DAA2011), Erice, Italy, April 15-22, 2011.  (4.26 MB)
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Kernel Deconvolution for Dual Exposure Problem", 19th European Signal Processing Conference (EUSIPCO 2011), Barcelona, Spain, Aug. 29-Sept. 2, 2011.  (3.16 MB)
Amro, I., J. Mateos, M. Vega, R. Molina, and A. K. Katsaggelos, "A survey of classical methods and new trends in pansharpening of multispectral images", IEEE Journal of Selected Topics in Signal Processing, vol. 2011, Number 1 (2011), 79, DOI: 10.1186/1687-6180-2011-79, 01/2011.  (963.61 KB)
2010
Tallon, M., J. Mateos, D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Combining observation models in dual exposure problems using the Kullback-Leibler Divergence", European Signal Processing Conference (EUSIPCO), 08/23/2010.  (2.43 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.  (1.66 MB)
2009
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Super-Resolution of Multispectral Images", The Computer Journal, vol. 52, issue 1: Oxford University Press, pp. 153-167, Jan. 2009.  (644.89 KB)
2008
Molina, R., 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, pp. 251-267, 3/2008.  (1021.07 KB)
2007
Katsaggelos, A. K., R. Molina, and J. Mateos, "Super Resolution of Images and Video", Synthesis Lectures on Image, Video, & Multimedia Processing: Morgan & Claypool Publishers, 2007.
2006
Molina, R., 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, pp. 3715-3727, 12/2006.  (3.36 MB)
Molina, R., M. Vega, J. Mateos, and A. K. Katsaggelos, "Hierarchical Bayesian Super Resolution Reconstruction of Multispectral Images", EUSIPCO-06, Florence, Italy, 04/09/2006.  (152.14 KB)
Molina, R., M. Vega, J. Mateos, and A. K. Katsaggelos, "Parameter Estimation in Bayesian Reconstruction of Multispectral Images Using Super Resolution Techniques", ICIP, Atlanta, Georgia, 08/10/2006.  (573.03 KB)
Molina, R., 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, 01/01/2006.  (748.03 KB)
2005
Mateos, J., 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, pp. II- 770-773, 11/09/2005.  (136.67 KB)
Molina, R., 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), Beijing, China, pp. 280-283, 10/2005.  (512.67 KB)
Molina, R., 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, 27/04/2005.  (776.4 KB)
2004
Segall, A. C., A. K. Katsaggelos, R. Molina, and J. Mateos, "Bayesian Resolution Enhancement of Compressed Video", IEEE Trans. on Image Processing, vol. 13, issue 7, pp. 898-911, 07/2004.  (706.94 KB)
Alvarez, L. D., 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, pp. 58-66, 08/2004.  (1.22 MB)

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