Publications

Found 22 results
Author Title Type [ Year(Asc)]
Filters: Author is S. Derin Babacan  [Clear All Filters]
2014
Chen, Z., D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Variational Bayesian Methods For Multimedia Problems", IEEE Transactions on Multimedia, vol. 16, issue 4, pp. 1000-1017, 06/2014. 06747301.pdf (3.7 MB)
2012
Amizic, B., R. Molina, D. S. Babacan, A. K. Katsaggelos, R. Molina, and A. K. Katsaggelos, "Sparse Bayesian Blind Image Deconvolution with Parameter Estimation", Eurasip Journal of Image and Video Processing, vol. 2012, Nov. 2012. paper.pdf (8.01 MB)
Babacan, D. S., M. Luessi, R. Molina, and A. K. Katsaggelos, "Sparse Bayesian Methods for Low-Rank Matrix Estimation", IEEE Transactions on Signal Processing, vol. 60, pp. 3964-3977, Aug. 2012. paper.pdf (3.13 MB)
2010
Tallon, M., J. Mateos, D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Combining observation models in dual exposure problems using the Kullback-Leibler Divergence", European Signal Processing Conference (EUSIPCO), 08/23/2010. paper.pdf (3.16 MB)
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)
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Sparse Bayesian Image Restoration", IEEE International Conference on Image Processing, 26/09/2010. paper.pdf (151.3 KB)
Villena, S., M. Vega, D. S. Babacan, R. Molina, and A. K. Katsaggelos, "Using the Kullback-Leibler Divergence to Combine Image Priors in Super-Resolution Image Reconstruction", IEEE International Conference on Image Processing, 26/09/2010. paper.pdf (145.67 KB)
2009
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)
Belekos, S., N. Galatsanos, D. S. Babacan, and A. K. Katsaggelos, "Maximum a posteriori Super-Resolution of compressed video using a new multichannel image prior", IEEE International Conference on Image Processing, 07/11/2009. paper.pdf (191.69 KB)
2008
Babacan, D. S., X. Yin, A. C. Larson, and A. K. Katsaggelos, "Combination of MR Surface Coil Images Using Weighted Constrained Least Squares", IEEE International Conf. on Image Processing 2008, 10/10/2008. paper.pdf (269.04 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)
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Parameter Estimation in Total Variation Blind Deconvolution", EUSIPCO, 25/08/2008. paper.pdf (728.38 KB)
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Total Variation Super Resolution Using A Variational Approach", IEEE International Conf. on Image Processing 2008, 10/10/2008. paper.pdf (287.52 KB)
2007
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)
Wang, H., D. S. Babacan, and K. Sayood, "Lossless Hyperspectral Image Compression Using Context-Based Conditional Average", IEEE Transactions on Geoscience and Remote Sensing, vol. 45, pp. 4187-4193, 12/2007. paper.pdf (226.15 KB)
Babacan, D. S., and T. N. Pappas, "Spatiotemporal Algorithm for Background Subtraction", IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP’07), 04/2007. paper.pdf (217.11 KB)
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Total Variation Blind Deconvolution Using A Variational Approach To Parameter, Image, and Blur Estimation", European Signal Processing Conference (EUSIPCO’07), 09/2007. paper.pdf (258.99 KB)
Babacan, D. S., R. Molina, and A. K. Katsaggelos, "Total Variation Image Restoration and Parameter Estimation Using Variational Distribution Approximation", International Conference on Image Processing (ICIP’07), 16/09/2007. paper.pdf (305.31 KB)
2006
Babacan, D. S., and T. N. Pappas, "Spatiotemporal Algorithm for Joint Video Segmentation and Foreground Detection", European Signal Processing Conference (EUSIPCO’06), 09/2006. paper.pdf (181.25 KB)
Babacan, D. S., "Spatiotemporal Algorithms for Joint Background Subtraction and Video Segmentation", Department of Electrical Engineering and Computer Science, pp. 85, 2006.
2004
Babacan, D. S., and K. Sayood, "Predictive Image Compression Using Conditional Averages", Data Compression Conference, pp. 524, 2004. paper.pdf (220.12 KB)