Publications

Found 69 results
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Filters: Author is R. Molina  [Clear All Filters]
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B
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., 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)
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)
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.
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., 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, "Bayesian Compressive Sensing using Laplace Priors", IEEE Transactions on Image Processing, vol. 19, pp. 53-64, 1/2010. paper.pdf (1.87 MB)
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)
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)
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)
C
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)
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)
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)
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)
D
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)
F
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.
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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.
H
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.
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)

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