Publications

Found 70 results
Author [ Title(Desc)] Type Year
Filters: Author is Rafael Molina  [Clear All Filters]
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A
Mateos, J., R. Molina, and A. K. Katsaggelos, "Approximations of Posterior Distributions in Blind Deconvolution Using Variational Methods", IEEE International Conference on Image Processing (ICIP 2005), vol. 2, pp. II- 770-773, 11/09/2005. paper.pdf (136.67 KB)
Chen, Z., R. Molina, and A. K. Katsaggelos, "Automated Recovery of Compressedly Observed Sparse Signals From Smooth Background", IEEE Signal Processing Letters, vol. 21, pp. 1012-1016, 08/2014. IEEESPLCompressedSparse.pdf (1.12 MB)
B
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)
Mateos, J., A. K. Katsaggelos, and R. Molina, "A Bayesian Approach for the Estimation and Transmission of Regularization Parameters for Reducing Blocking Artifacts", IEEE Trans. Image Processing, vol. 9, pp. 1200-1215, 07/2000. paper.pdf (519.49 KB)
Molina, R., A. K. Katsaggelos, J. Abad, and J. Mateos, "A Bayesian Approach to Blind Deconvolution based on Dirichlet Distributions", Int. Conf. Acoust., Speech, Signal Processing, pp. IV-2809-2812, 01/04/1997. paper.pdf (175.04 KB)
Molina, R., A. K. Katsaggelos, and J. Mateos, "Bayesian Deconvolution Methods in Astronomy", Workshop Data Analysis in Astronomy V, 1996.
Mateos, J., R. Molina, and A. K. Katsaggelos, "Bayesian High Resolution Image Reconstruction with Incomplete Multisensor Low Resolution Systems", ICASSP, vol. III, pp. 705-708, 01/04/2003. paper.pdf (283.44 KB)
Segall, A. C., R. Molina, A. K. Katsaggelos, and J. Mateos, "Bayesian High-Resolution Reconstruction of Low-Resolution Compressed Video", ICIP, 07/10/2001. paper.pdf (216.85 KB)
Mateos, J., M. Vega, R. Molina, and A. K. Katsaggelos, "Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images", 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003), vol. 2652, pp. 445-452, 01/06/2003. paper.pdf (215.84 KB)
Molina, R., A. K. Katsaggelos, and J. Abad, "Bayesian Image Restoration Using a Wavelet-Based Subband Decomposition", Int. Conf. Acoust., Speech, Signal Processing, 15/03/1999. paper.pdf (122.1 KB)
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)
Vega, M., J. Mateos, R. Molina, and A. K. Katsaggelos, "Bayesian Parameter Estimation in Image Reconstruction from Subsampled Blurred Observations", Proceedings of IEEE International Conference on Image Processing, 01/09/2003. paper.pdf (325.4 KB)
Mateos, J., A. K. Katsaggelos, and R. Molina, "Bayesian Reconstruction of BDCT Compressed Images", Simposium nacional de reconocimiento de formas y analisis de imagenes, pp. I-341-346, 01/04/1997.
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)
Lopez, A., R. Molina, and A. K. Katsaggelos, "Bayesian SPECT Image Reconstruction with Scalable Hyperparameter Estimation for Escalable Priors", 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2003), vol. 2652, pp. 538-546, 01/06/2003.
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)
Cortijo, F. J., S. Villena, R. Molina, and A. K. Katsaggelos, "Bayesian super-resolution of text image sequences from low resolution observations", IEEE Seventh International Symposium on Signal Processing and Its Applications, vol. 1, pp. 421-424, 01/06/2003. paper.pdf (539.6 KB)
Luessi, M., D. S. Babacan, R. Molina, J. R. Booth, and A. K. Katsaggelos, "Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors", NeuroImage, vol. 55, pp. 113-132, 03/2011. paper.pdf (2.16 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)
Bishop, T. E., D. S. Babacan, B. Amizic, A. K. Katsaggelos, T. Chan, and R. Molina, "Blind image deconvolution: problem formulation and existing approaches", Blind image deconvolution: theory and applications, 2007. paper.pdf (523.13 KB)
C
Mateos, J., A. K. Katsaggelos, and R. Molina, "Color Image Restoration Using Compound Gauss-Markov Random Fields", EUSIPCO-2000, 05/09/2000. paper.pdf (373.85 KB)
Amizic, B., L. Spinoulas, R. Molina, and A. K. Katsaggelos, "Compressive Blind Image Deconvolution", IEEE Trans. Image Processing, vol. 22, pp. 3994-4006, Oct. 2013. 06523098.pdf (3.86 MB)
Katsaggelos, A. K., L. Spinoulas, B. Amizic, and R. Molina, "Compressive Sensing and Blind Image Deconvolution", Computational Sensing and Imaging (COSI), June 2013. paper.pdf (630.3 KB)
Babacan, D. S., R. Ansorge, M. Luessi, R. Molina, and A. K. Katsaggelos, "Compressive Sensing of Light Fields", IEEE International Conference on Image Processing, 07/11/2009. paper.pdf (273.97 KB)

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