| 2012 | ECCV | Bayesian Blind Deconvolution with General Sparse Image Priors. | S. Derin Babacan, Rafael Molina, Minh N. Do, Aggelos K. Katsaggelos |
| 2011 | ICASSP | Low-rank matrix completion by variational sparse Bayesian learning. | S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos |
| 2011 | ICIP | Compressive passive millimeter-wave imaging. | S. Derin Babacan, Martin Luessi, Leonidas Spinoulas, Aggelos K. Katsaggelos, Nachappa Gopalsami, Thomas W. Elmer, Ryan Ahern, Shaolin Liao, Apostolos C. Raptis |
| 2011 | ICML | On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution. | Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan |
| 2010 | ICASSP | Fast total variation image restoration with parameter estimation using bayesian inference. | Bruno Amizic, S. Derin Babacan, Michael K. Ng, Rafael Molina, Aggelos K. Katsaggelos |
| 2010 | ICASSP | Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation. | Martin Luessi, S. Derin Babacan, Rafael Molina, James R. Booth, Aggelos K. Katsaggelos |
| 2010 | ICIP | Sparse Bayesian image restoration. | S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2010 | ICIP | Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction. | Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2009 | ICASSP | Fast bayesian compressive sensing using Laplace priors. | S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2009 | ICIP | Compressive sensing of light fields. | S. Derin Babacan, Reto Ansorge, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos |
| 2009 | ICIP | Bayesian blind deconvolution from differently exposed image pairs. | S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos |
| 2009 | ICIP | Maximum a posteriori super-resolution of compressed video using a new multichannel image prior. | Stefanos P. Belekos, Nikolas P. Galatsanos, S. Derin Babacan, Aggelos K. Katsaggelos |
| 2009 | ICIP | Image restoration by mixture modelling of an overcomplete linear representation. | Luis Mancera, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2008 | ICASSP | Generalized Gaussian Markov random field image restoration using variational distribution approximation. | S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2008 | ICIP | Total variation super resolution using a variational approach. | S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2008 | ICIP | Combination of MR surface coil images using weighted constrained least squares. | S. Derin Babacan, Xiaoming Yin, Andrew C. Larson, Aggelos K. Katsaggelos |
| 2007 | ICASSP | Spatiotemporal Algorithm for Background Subtraction. | S. Derin Babacan, Thrasyvoulos N. Pappas |
| 2007 | ICIP | Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation. | S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos |
| 2005 | DCC | Lossless Hyperspectral Image Compression Using Context-Based Conditional Averages. | Hongqiang Wang, S. Derin Babacan, Khalid Sayood |
| 2004 | DCC | Predictive Image Compression Using Conditional Average. | S. Derin Babacan, Khalid Sayood |