Biblio
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"Compressive Blind Image Deconvolution",
IEEE Trans. Image Processing, Submitted.
"Bayesian Active Remote Sensing Image Classification",
IEEE Transactions on Geoscience and Remote Sensing, In Press.
"Bayesian Simultaneous Sparse Approximation with Smooth Signals",
IEEE Trans. Signal Processing, In Press.
"Bayesian Combination of Sparse and non Sparse Priors in Image Super Resolution",
Digital Signal Processing, vol. 23, issue 2, pp. 530-541, 2013.
(1.57 MB)
(1.57 MB)
"Iterative Image Restoration Using Nonstationary Priors",
Applied Optics, vol. 52, issue 10, pp. D102-D110, April, 2013.
(808.22 KB)
(808.22 KB)
"Astronomical Image Restoration Using Variational Methods and Model Combination",
Statistical Methodology, vol. 9, pp. 19-31, January, 2012.
(1.22 MB)
(1.22 MB)
"Blind deconvolution with general sparse image priors",
European Conference on Computer Vision (ECCV), Oct. 7-13, 2012.
(1.46 MB)
(1.46 MB)
"Compressive Light Field Sensing",
IEEE Trans. Image Processing, vol. 21, issue 12, pp. 4746-4757, December, 2012.
(1.11 MB)
(1.11 MB)
"Compressive Sampling with Unknown Blurring Function: Application to Passive Millimeter-Wave Imaging",
IEEE International Conference on Image Processing (ICIP), Orlando, FL, Oct., 2012.
(108.66 KB)
(108.66 KB)
"Hyperparameters Estimation for the Bayesian Localization of the EEG Sources with TV Priors",
European Signal Processing Conference (EUSIPCO), Bucharest, Romania, Aug. 27-31, 2012.
(445.76 KB)
(445.76 KB)
"Simultaneous Bayesian Compressive Sensing and Blind Deconvolution",
European Signal Processing Conference (EUSIPCO), Bucharest, Romania, Aug. 27-31, 2012.
(464.88 KB)
(464.88 KB)
"Space-variant Blur Deconvolution and Denoising in the Dual Exposure Problem",
Information Fusion, August, 2012.
(2.78 MB)
(2.78 MB)
"Sparse Bayesian Blind Image Deconvolution with Parameter Estimation",
Eurasip Journal of Image and Video Processing, vol. 2012, issue 20, 2012.
(8.01 MB)
(8.01 MB)
"Sparse Bayesian Methods for Low-Rank Matrix Estimation",
IEEE Transactions on Signal Processing, vol. 60, issue 8, pp. 3964-3977, August, 2012.
(3.13 MB)
(3.13 MB)
"Upsampling and Denoising of Depth Maps Via Joint-Segmentation",
European Signal Processing Conference (EUSIPCO), Bucharest, Romania, Aug. 27-31, 2012.
(1.26 MB)
(1.26 MB)
"Variational Bayesian localization of EEG sources with generalized Gaussian priors",
The European Physical Journal Plus, vol. 127, issue 11, pp. 140-152, November, 2012.
(1.89 MB) (3.88 MB)
(1.89 MB) (3.88 MB)
"Astronomical Image Restoration Using Variational Methods and Model Combination",
Statistical Methodology, April, 2011.
(1.13 MB)
(1.13 MB)
"A Bayesian Active Learning Framework for a Two-Class Classification Problem",
MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, Pisa, Italy, Dec. 13-15, 2011.
(248.3 KB)
(248.3 KB)
"Bayesian partial out-of-focus blur removal with parameter estimation",
European Signal Processing Conference (EUSIPCO), Aug. 29-Sept. 2, 2011.
(1.64 MB)
(1.64 MB)
"Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors",
NeuroImage, vol. 55, issue 11, pp. 113-132, 03/2011.
(2.16 MB)
(2.16 MB)
"Bayesian TV Denoising of SAR images",
IEEE International Conference on Image Processing, Brussels, Belgium, Sept. 11-14, 2011.
(1.31 MB)
(1.31 MB)
"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), Dubrovnik (Croatia), Sept. 4-6, 2011.
(2.81 MB)
(2.81 MB)
"Interactive Classification Oriented Superresolution of Multispectral Images",
7th International Workshop Data Analysis in Astronomy 'Livio Scarsi and Vito Di Gesu' (DAA2011), Erice, Italy, April 15-22, 2011.
(4.26 MB)
(4.26 MB)
"Low-Rank Matrix Completion by Variational Sparse Bayesian Learning",
Int. Conf. on Acoustics, Speech, and Signal Processing, Prague, Czech Republic, May 22-27, 2011.
(123.7 KB)
(123.7 KB)
"A novel iterative image restoration algorithm using nonstationary image priors",
IEEE International Conference on Image Processing ICIP 2011, Sept. 11-14, 2011.
(394.29 KB)
(394.29 KB)