S. Derin Babacan


Primary tabs

2013
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)
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Blur Deconvolution and Denoising in the Dual Exposure Problem", Information Fusion, vol. 14, pp. 396-409, October 2013. paper.pdf (4.57 MB)
2012
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)
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)
Trandel, M. R., A. K. Katsaggelos, S. D. Babacan, S. - T. Hsiang, and F. Ishtiaq, "Method and system for scalable bitstream extraction", , 05/2012. paper.pdf (149.95 KB)
2011
Babacan, S. D., M. Luessi, L. Spinoulas, A. K. Katsaggelos, N. Gopalsami, T. Elmer, R. Ahern, S. Liao, and A. Raptis, "Compressive Passive Millimeter-Wave Imaging", IEEE International Conf. on Image Processing, Sept. 11-14, 2011. paper.pdf (1.17 MB)
Babacan, S. D., M. Luessi, R. Molina, and A. K. Katsaggelos, "Low-Rank Matrix Completion by Variational Sparse Bayesian Learning", Int. Conf. on Acoustics, Speech, and Signal Processing, May 22-27, 2011. paper.pdf (123.7 KB)
Ruiz, P., S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Retrieval of Video Clips with Missing Frames using Sparse Bayesian Reconstruction", 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Sept. 4-6, 2011. paper.pdf (233.79 KB)
Tallon, M., J. Mateos, S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Space-variant Kernel Deconvolution for Dual Exposure Problem", 19th European Signal Processing Conference (EUSIPCO 2011), Aug. 29-Sept. 2, 2011. paper.pdf (3.16 MB)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Variational Bayesian Super Resolution", IEEE Transactions on Image Processing, vol. 20, pp. 984-999, 04/2011. paper.pdf (4.99 MB)
Ruiz, P., S. D. Babacan, L. Gao, Z. Li, R. Molina, and A. K. Katsaggelos, "Video Retrieval Using Sparse Bayesian Reconstruction", IEEE International Conference on Multimedia and Expo (ICME2011), July 11-15, 2011. paper.pdf (361.07 KB)
2010
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)
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)
Luessi, M., S. D. Babacan, R. Molina, J. R. Booth, and A. K. Katsaggelos, "Symmetrical EEG/fMRI Fusion with Spatially Adaptive Priors using Variational Distribution Approximation", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1/3/2010. paper.pdf (416.85 KB)
2009
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, "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)
Mancera, L., S. D. Babacan, R. Molina, and A. K. Katsaggelos, "Image restoration by mixture modelling of an overcomplete linear representation", IEEE International Conference on Image Processing, 07/11/2009. paper.pdf (216.43 KB)
Katsaggelos, A. K., S. D. Babacan, C. J. Tsai, and C-J. Tsai, "Iterative Image Restoration", The Essential Guide to Image Processing, 2009.
Babacan, S. D., L. Mancera, R. Molina, and A. K. Katsaggelos, "Non-Convex Priors in Bayesian Compressive Sensing", EUSIPCO, 24/08/2009. paper.pdf (397.42 KB)
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Variational Bayesian Blind Deconvolution Using a Total Variation Prior", IEEE Transactions on Image Processing, vol. 18, pp. 12 - 26, 01/2009. paper.pdf (5.43 MB)
2008
Babacan, S. D., R. Molina, and A. K. Katsaggelos, "Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation", IEEE Trans. Image Processing, vol. 13, issue 3, pp. 326-339, 03/2008. paper.pdf (2.82 MB)
Georgiev, T., C. Intwala, S. D. Babacan, and A. Lumsdaine, "Unified Frequency Domain Analysis of Lightfield Cameras", European Conference on Computer Vision (ECCV), 12/10/2008. paper.pdf (5.59 MB)