Publications

Found 70 results
Author Title Type [ Year(Asc)]
Filters: Author is R. Molina  [Clear All Filters]
2009
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)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Fast Bayesian Compressive Sensing using Laplace Priors", IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP’09), 19/04/2009. paper.pdf (173.11 KB)
Mancera, L., S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Image restoration by mixture modelling of an overcomplete linear representation", IEEE International Conference on Image Processing, 07/11/2009. paper.pdf (216.43 KB)
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)
Babacan, S. D., L. Mancera, R. Molina, and A. K. Katsaggelos, "Non-Convex Priors in Bayesian Compressive Sensing", EUSIPCO, 24/08/2009. paper.pdf (397.42 KB)
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)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Variational Bayesian Blind Deconvolution Using a Total Variation Prior", IEEE Transactions on Image Processing, vol. 18, pp. 12 - 26, 01/2009. paper.pdf (5.43 MB)
2008
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Parameter Estimation in Total Variation Blind Deconvolution", EUSIPCO, 25/08/2008. paper.pdf (728.38 KB)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation", IEEE Trans. Image Processing, vol. 13, issue 3, pp. 326-339, 03/2008. paper.pdf (2.82 MB)
Amizic, B., A. K. Katsaggelos, and R. Molina, "Using Logarithmic Opinion Pooling Techniques in Bayesian Blind Multichannel Restoration", Third International Conference in Computer Vision and Applications (Special session on: Bayesian Approach for Inverse Problems in Computer Vision), vol. 1, pp. 565-570, 2008. paper.pdf (335.89 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)
2006
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, 01/01/2006. paper.pdf (748.03 KB)
2004
Alvarez, L. D., R. Molina, and A. K. Katsaggelos, "High Resolution Images from a Sequence of Low Resolution Observations", Digital Image Sequence Processing: Compression and Analysis, pp. 233-259, 2004.
2002
Lopez, A., 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, pp. 317-330, 05/2002. paper.pdf (336.92 KB)
1998
Molina, R., J. Mateos, and A. K. Katsaggelos, "Removal of blocking artifacts using a hierarchical Bayesian approach", Signal Recovery Techniques for Image and Video Compression and Transmission, 1998.
Molina, R., A. K. Katsaggelos, J. Mateos, J. Abad, and F. J. Cortijo, "Restauración de imágenes digitales", Novatica, pp. 24-28, 02/1998.
1996
Molina, R., A. K. Katsaggelos, J. Mateos, and J. Abad, "Compound Gauss Markov Random Fields for Astronomical Image Restoration", Vistas in Astronomy, special issue Vision Modeling and Information Coding, vol. 40, pp. 539-546, 1996. paper.pdf (541.5 KB)

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