Publications

Found 69 results
Author Title [ Type(Desc)] Year
Filters: Author is R. Molina  [Clear All Filters]
Book Chapter
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.
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)
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.
Katsaggelos, A. K., A. Segall, J. Mateos, and R. Molina, "Super-resolution from Compresed Video", Super-Resolution Imaging, 2001.
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.
Conference Paper
Ruiz, P., J. Mateos, R. Molina, and A. K. Katsaggelos, "A Bayesian Active Learning Framework for a Two-Class Classification Problem", MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, Dec. 13-15, 2011. paper.pdf (248.3 KB)
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.
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)
Amizic, B., R. Molina, and A. K. Katsaggelos, "Bayesian partial out-of-focus blur removal with parameter estimation", European Signal Processing Conference (EUSIPCO), Aug. 29-Sept. 2, 2011. paper.pdf (1.64 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)
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)
Tallon, M., J. Mateos, D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Combining observation models in dual exposure problems using the Kullback-Leibler Divergence", European Signal Processing Conference (EUSIPCO), 08/23/2010. paper.pdf (3.16 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)
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)
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.
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.
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)
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.
Tallon, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Image prior combination in space-variant blur deconvolution for the dual exposure problem", 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Sept. 4-6, 2011. paper.pdf (2.81 MB)
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)
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.
Babacan, S. D., M. Luessi, R. Molina, and A. K. Katsaggelos, "Low-Rank Matrix Completion by Variational Sparse Bayesian Learning", Int. Conf. on Acoustics, Speech, and Signal Processing, May 22-27, 2011. paper.pdf (123.7 KB)
Alvarez, L. D., L. D. Alvarez, R. Molina, R. Molina, and A. K. Katsaggelos, "Multi-Channel Reconstruction of Video Sequences from Low-Resolution and Compressed Observations", Iberoamerican Congress on Pattern Recognition (CIARP2003), 01/11/2003. paper.pdf (476.35 KB)

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