Publications

Found 70 results
Author Title [ Type(Desc)] Year
Filters: Author is Rafael Molina  [Clear All Filters]
Book
Katsaggelos, A. K., R. Molina, and J. Mateos, "Super Resolution of Images and Video", Synthesis Lectures on Image, Video, & Multimedia Processing, 2007.
Book Chapter
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)
Molina, R., A. K. Katsaggelos, J. Mateos, and A. Hermoso, "Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields", Energy Minimization Methods in Computer Vision and Pattern Recognition, vol. 1223, Venice, Italy, Springer-Verlag, pp. 117-132, 1997.
Conference Paper
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)
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)
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, 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.
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)
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)
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)
Mateos, J., R. Molina, and A. K. Katsaggelos, "Estimating and Transmitting Regularization Parameters for Reducing Blocking Artifacts", 13th Int. Conf. on Digital Signal Proc. (invited), pp. 209-212, 02/07/1997. paper.pdf (221.94 KB)
Villena, S., J. Abad, R. Molina, and A. K. Katsaggelos, "Estimation of high resolution images and registration parameters from low resolution observations", Proc. 9th Iberoamerican Congress on Pattern Recognition, 26/10/2004.
Amizic, B., D. S. Babacan, M. Ng, R. Molina, and A. K. Katsaggelos, "Fast Total Variation Image Restoration with Parameter Estimation Using Bayesian Inference", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 14/03/2010. paper.pdf (123.65 KB)
Molina, R., J. Mateos, A. K. Katsaggelos, and M. Vega, "A General Multichannel Image Restoration Method Using Compound Models", ICPR, 11/09/2002. paper.pdf (353.31 KB)
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Generalized Gaussian Markov Field Image Restoration Using Variational Distribution Approximation", IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP’08), 02/04/2008. paper.pdf (288.31 KB)
Molina, R., and A. K. Katsaggelos, "The Hierarchical Approach to Image Restoration and the Iterative Evaluation of the Regularization Parameter", SPIE Conf. on Visual Communications and Image Processing, vol. 2308, pp. 244-251, 1/9/1994.
Mesarovic, V. Z., N. P. Galatsanos, R. Molina, and A. K. Katsaggelos, "Hierarchical Bayesian Image Restoration from Partially Known Blurs", Int. Conf. Acoust., Speech, Signal Processing, pp. 2905-2908, 12/05/1998. paper.pdf (150.9 KB)
Molina, R., M. Vega, J. Mateos, and A. K. Katsaggelos, "Hierarchical Bayesian Super Resolution Reconstruction of Multispectral Images", EUSIPCO-06, 04/09/2006. paper.pdf (152.14 KB)

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