Publications

Found 16 results
Author Title [ Type(Desc)] Year
Filters: Author is M. Vega  [Clear All Filters]
Conference Paper
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)
Rubio, J., M. Vega, R. Molina, and A. K. Katsaggelos, "A General Sparse Image Prior Combination in Compressed Sensing", European Signal Processing Conference (EUSIPCO), 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, July 1-3, 2013.
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)
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, "Parameter Estimation in Bayesian Blind De-convolution with Super Gaussian Image Priors", Proc. 22th European Signal Processing Con- ference (EUSIPCO), Lisbon, Portugal, 09/2014.
Spinoulas, L., B. Amizic, M. Vega, R. Molina, and A. K. Katsaggelos, "Simultaneous Bayesian Compressive Sensing and Blind Deconvolution", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (464.88 KB)
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)
Journal Article
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)
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., 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)
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.
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., 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)
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. paper.pdf (963.61 KB)
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, pp. 251-267, 3/2008. paper.pdf (1021.07 KB)