Publications

Found 643 results
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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)
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)
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)
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)
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)
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.
D. Babacan, R. Molina, and A. K. Katsaggelos, "Bayesian Super-Resolution", Super- Resolution Imaging (Digital Imaging and Computer Vision), 2010.
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)
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)
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)
May, K. L., T. Stathaki, and A. K. Katsaggelos, "Blind Image Restoration Using Local Bound Constraints", Int. Conf. Acoust., Speech, Signal Processing, pp. 2929-2932, 12/05/1998. paper.pdf (148.61 KB)
C
Lei, B. J., E. A. Hendriks, and A. K. Katsaggelos, "Camera Calibration for 3D Reconstruction and View Transformation", 3D Modeling and Animation: : Synthesis and Analysis Techniques for the Human Body, pp. 70-129, 2005.
Soyak, E., Y. Eisenberg, F. Zhai, R. Berry, T. N. Pappas, and A. K. Katsaggelos, "Channel Modeling and its Effects on the End-to-End Distortion in Wireless Video Communications", Proc. IEEE International Conf. on Image Processing, 24/10/2004. paper.pdf (336.78 KB)
Soyak, E., S. A. Tsaftaris, and A. K. Katsaggelos, "Channel Protection for H.264 Compression in Transportation Surveillance Applications", International Conference on Image Processing (ICIP), Sept. 11-14, 2011. paper.pdf (491.14 KB)

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