Publications

Found 69 results
Author Title Type [ Year(Asc)]
Filters: Author is R. Molina  [Clear All Filters]
2016
Chen, Z., R. Molina, and A. K. Katsaggelos, "A Variational Approach for Sparse Component Estimation and Low- Rank Matrix Recovery", Handbook of Robust Low-Rank and Sparse Matrix Decomposition: CRC Press, 2016.
2015
Katsaggelos, A. K., S.. Bahaadini, and R. Molina, "(invited) Audiovisual Fusion: Challenges and New Approaches", IEEE Proceedings, vol. 103, issue 9, pp. 1635-1653, 09/2015. paper.pdf (1.84 MB)
Chen, Z., R. Molina, and A. K. Katsaggelos, "Robust Recovery of Temporally Smooth Signals from Under-Determined Multiple Measurements", IEEE Transactions on Signal Processing, vol. 63, issue 7, pp. 1779-1791, 04/2015. ChenMolinakatsaggelosTSP2015.pdf (2.38 MB)
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)
Ruiz, P., P.. N. de la Blanca, R. Molina, and A. K. Katsaggelos, "Bayesian Classification and Active Learning Using Lp-Priors. Application to Image Segmentation", Proc. 22th European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, 09/2014.
Ruiz, P., H. Madero-Orozco, J. Mateos, O. O. Vergara-Villegas, R. Molina, and A. K. Katsaggelos, "Combining Poisson Singular Integral and Total Variation prior models in Image Restoration", Signal Processing, vol. 103, pp. 296-308, 2014. paper.pdf (684.53 KB)
Song, L., F. Ziang, Z. Shi, R. Molina, and A. K. Katsaggelos, "Dynamic scene understanding by hierarchical motion pattern mining", IEEE Transactions on Intelligent Transportation Systems, vol. 15, issue 3, June 2014. paper.pdf (2.46 MB)
Zhou, X.., R. Molina, F.. Zhou, and A.K.Katsaggelos, "Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction", Image Processing (ICIP), 2014 IEEE International Conference on, Oct, 2014.
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., 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.
Luessi, M., S. D. Babacan, R. Molina, J. R. Booth, and A. K. Katsaggelos, "Variational Bayesian Causal Connectivity Analysis for fMRI", Frontiers in Neuroinformatics, vol. 8, 05/2014. paper.pdf (1.37 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)
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.
Orozco, M. H., P. Ruiz, J. Mateos, R. Molina, and A. K. Katsaggelos, "Image Deblurring Combining Poisson Singular Integral and Total Variation Prior Models", European Signal Processing Conference (EUSIPCO) , Sept. 9-13 , 2013.
Ruiz, P., J. Mateos, G. Camps-Valls, R. Molina, and A. K. Katsaggelos, "Interactive Pansharpening and Active Classification in Remote Sensing", Multimodal Interaction in Image and Video Applications, A. D. Sappa, and J, Vitrià (ed.), vol. 48, no. Intelligent Systems Reference Library, pp. 67-81, 02/2013. paper.pdf (1.37 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)
Ruiz, P., J. Mateos, M. Cárdenas, S. Nakajima, R. Molina, and A. K. Katsaggelos, "Light Field Acquisition From Blurred Observations Using a Programmable Coded Aperture Camera", European Signal Processing Conference (EUSIPCO), Sept. 9-13, 2013.
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Blur Deconvolution and Denoising in the Dual Exposure Problem", Information Fusion, vol. 14, pp. 396-409, October 2013. paper.pdf (4.57 MB)
2012
Babacan, S. D., R. Molina, M. N. Do, and A. K. Katsaggelos, "Blind deconvolution with general sparse image priors", European Conference on Computer Vision (ECCV), Oct. 7-13, 2012. paper.pdf (1.46 MB)
Babacan, S. D., R. Ansorge, M. Luessi, R. Molina, and A. K. Katsaggelos, "Compressive Light Field Sensing", IEEE Trans. Image Processing, vol. 21, pp. 4746-4757, December, 2012. paper.pdf (1.11 MB)
Amizic, B., L. Spinoulas, R. Molina, and A. K. Katsaggelos, "Compressive Sampling with Unknown Blurring Function: Application to Passive Millimeter-Wave Imaging", IEEE International Conference on Image Processing (ICIP), Oct., 2012. paper.pdf (108.66 KB)
Lopez, A., J. Cortes, D. Lopez-Oller, R. Molina, and A. K. Katsaggelos, "Hyperparameters Estimation for the Bayesian Localization of the EEG Sources with TV Priors", European Signal Processing Conference (EUSIPCO), Aug. 27-31, 2012. paper.pdf (445.76 KB)
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)

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