Biblio

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2013
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, issue 2, pp. 530-541, March 2013.  (1.57 MB)
Rubio, J., M. Vega, R. Molina, and A. K. Katsaggelos, "A General Sparse Image Prior Combination in Compressed Sensing", European Signal Processing Conference (EUSIPCO), Marrakech, Morocco, Sept. 9-13, 2013.
Villena, S., M. Vega, R. Molina, and A. K. Katsaggelos, "A General Sparse Image Prior Combination in Super-Resolution", International Conference on Digital Signal Processing, Santorini, Greece, July 1-3, 2013.
Vera, E., M. Vega, R. Molina, and A. K. Katsaggelos, "Iterative Image Restoration Using Nonstationary Priors", Applied Optics, vol. 52, issue 10, pp. D102-D110, April 2013.  (808.22 KB)
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)
Spinoulas, L., B. Amizic, M. Vega, R. Molina, and A. K. Katsaggelos, "Simultaneous Bayesian Compressive Sensing and Blind Deconvolution", European Signal Processing Conference (EUSIPCO), Bucharest, Romania, Aug. 27-31, 2012.  (464.88 KB)
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)
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)
Vera, E., M. Vega, R. Molina, and A. K. Katsaggelos, "A novel iterative image restoration algorithm using nonstationary image priors", IEEE International Conference on Image Processing ICIP 2011, Sept. 11-14, 2011.  (394.29 KB)
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)
2009
Vega, M., R. Molina, and A. K. Katsaggelos, "L1 Prior Majorization in Bayesian Image Restoration", 16th Int. Conf. on Signal Processing, Santorini, Greece, 05/07/2009.  (388.88 KB)
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)
2003
Mateos, J., 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, pp. 445-452, 01/06/2003.  (215.84 KB)
Molina, R., A. K. Katsaggelos, and M. Vega, "Bayesian Multichannel Image Restoration Using Compound Gauss-Markov Random Fields", IEEE Trans. Image Processing, vol. 12, issue 12, pp. 1655-1667, 12/03, 2003.  (936.22 KB)
Vega, M., 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, 01/09/2003.  (325.4 KB)
Molina, R., 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, pp. 1642-1654, 12/2003.  (1.41 MB)
Abad, J., M. Vega, R. Molina, and A. K. Katsaggelos, "Parameter Estimation in Super-resolution Image Reconstruction Problems", ICASSP, vol. III, Hong Kong, China, pp. 709-712, 01/04/2003.  (626.34 KB)