Publications

Found 14 results
Author Title Type [ Year(Asc)]
Filters: First Letter Of Title is B  [Clear All Filters]
2014
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, vol. 52, pp. 2186-2196, April 2014. Ruiz_GRS_April_2014.pdf (1.11 MB)
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, pp. 530-541, March 2013. paper.pdf (1.57 MB)
Luessi, M., S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Bayesian Simultaneous Sparse Approximation with Smooth Signals", IEEE Trans. Signal Processing, vol. 61, pp. 5716-5729, Nov. 2013. paper.pdf (3.2 MB)
2010
Babacan, S. D., J. Wang, R. Molina, and A. K. Katsaggelos, "Bayesian Blind Deconvolution from Differently Exposed Image Pairs", IEEE Transactions on Image Processing, vol. 19, pp. 2874-2888, 11/2010. paper.pdf (290.01 KB)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Bayesian Compressive Sensing using Laplace Priors", IEEE Transactions on Image Processing, vol. 19, pp. 53-64, 1/2010. paper.pdf (1.87 MB)
2006
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)
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, pp. 3715-3727, 12/2006. paper.pdf (3.36 MB)
2004
Lopez, A., R. Molina, A. K. Katsaggelos, A. Rodriguez, J. M. Lopez, and J. M. Llamas, "Bayesian Reconstruction of SPECT Images: an Aid in Nuclear Medicine Diagnosis", International Journal of Imaging Systems and Technology, vol. 14, pp. 21-27, 06/2004. paper.pdf (706.52 KB)
Segall, A. C., A. K. Katsaggelos, R. Molina, and J. Mateos, "Bayesian Resolution Enhancement of Compressed Video", IEEE Trans. on Image Processing, vol. 13, pp. 898-911, 07/2004. paper.pdf (706.94 KB)
2003
Molina, R., A. K. Katsaggelos, and M. Vega, "Bayesian Multichannel Image Restoration Using Compound Gauss-Markov Random Fields", IEEE Trans. Image Processing, vol. 12, pp. 1655-1667, 12/03, 2003. paper.pdf (936.22 KB)
1999
Molina, R., A. K. Katsaggelos, and J. Mateos, "Bayesian and Regularization Methods for Hyperparameter Estimation in Image Restoration", IEEE Trans. Image Processing, vol. 8, pp. 231-246, 02/1999. paper.pdf (1.23 MB)
1993
Orchard, M. T., and A. K. Katsaggelos, "Backward Motion Compensation for Interlaced HDTV", Signal Processing: Image Communications, vol. 5, pp. 487-501, 12/1993. paper.pdf (2.11 MB)