Publications

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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.
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, July 1-3, 2013.
Villena, S., M. Vega, D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Using the Kullback-Leibler Divergence to Combine Image Priors in Super-Resolution Image Reconstruction", IEEE International Conference on Image Processing, 26/09/2010. paper.pdf (145.67 KB)
Villena, S., J. Abad, R. Molina, and A. K. Katsaggelos, "Estimation of high resolution images and registration parameters from low resolution observations", Proc. 9th Iberoamerican Congress on Pattern Recognition, 26/10/2004.
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)
Vera, E., L. Mancera, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Bayesian Compressive Sensing Of Wavelet Coefficients Using Multiscale Laplacian Priors", IEEE Workshop on Statistical Signal Processing (SSP09), 31/08/2009. paper.pdf (636.17 KB)
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)
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. paper.pdf (394.29 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, "Bayesian TV Denoising of SAR images", IEEE International Conference on Image Processing, Sept. 11-14, 2011. paper.pdf (1.31 MB)
Vega, M., R. Molina, and A. K. Katsaggelos, "L1 Prior Majorization in Bayesian Image Restoration", 16th Int. Conf. on Signal Processing, 05/07/2009. paper.pdf (197.7 KB)
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", The Computer Journal, vol. 52, pp. 153-167, Jan. 2009. paper.pdf (642.87 KB)
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., R. Molina, and A. K. Katsaggelos, "Parameter Estimation in Bayesian Blind De-convolution with Super Gaussian Image Priors", Proc. 22th European Signal Processing Con- ference (EUSIPCO), Lisbon, Portugal, 09/2014.
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, 01/09/2003. paper.pdf (325.4 KB)