 | 2011 |
| 30 |  | S. Derin Babacan,
Martin Luessi,
Rafael Molina,
Aggelos K. Katsaggelos:
Low-rank matrix completion by variational sparse Bayesian learning.
ICASSP 2011: 2188-2191 |
| 29 |  | S. Derin Babacan,
Martin Luessi,
Leonidas Spinoulas,
Aggelos K. Katsaggelos,
Nachappa Gopalsami,
Thomas W. Elmer,
Ryan Ahern,
Shaolin Liao,
Apostolos Raptis:
Compressive passive millimeter-wave imaging.
ICIP 2011: 2705-2708 |
| 28 |  | Pablo Ruiz,
S. Derin Babacan,
Li Gao,
Zhu Li,
Rafael Molina,
Aggelos K. Katsaggelos:
Video retrieval using sparse Bayesian reconstruction.
ICME 2011: 1-6 |
| 27 |  | Shinichi Nakajima,
Masashi Sugiyama,
S. Derin Babacan:
On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution.
ICML 2011: 497-504 |
| 26 |  | Xi Peng,
Hui-Qian Du,
Fan Lam,
S. Derin Babacan,
Zhi-Pei Liang:
Reference-driven MR image reconstruction with sparsity and support constraints.
ISBI 2011: 89-92 |
| 25 |  | Shinichi Nakajima,
Masashi Sugiyama,
S. Derin Babacan:
Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent.
NIPS 2011: 208-216 |
| 24 |  | S. Derin Babacan,
Martin Luessi,
Rafael Molina,
Aggelos K. Katsaggelos:
Sparse Bayesian Methods for Low-Rank Matrix Estimation
CoRR abs/1102.5288: (2011) |
| 23 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Variational Bayesian Super Resolution.
IEEE Transactions on Image Processing 20(4): 984-999 (2011) |
| 22 |  | Martin Luessi,
S. Derin Babacan,
Rafael Molina,
James R. Booth,
Aggelos K. Katsaggelos:
Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors.
NeuroImage 55(1): 113-132 (2011) |
| 2010 |
| 21 |  | Martin Luessi,
S. Derin Babacan,
Rafael Molina,
James R. Booth,
Aggelos K. Katsaggelos:
Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation.
ICASSP 2010: 638-641 |
| 20 |  | Bruno Amizic,
S. Derin Babacan,
K. Michael Ng,
Rafael Molina,
Aggelos K. Katsaggelos:
Fast total variation image restoration with parameter estimation using bayesian inference.
ICASSP 2010: 770-773 |
| 19 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Sparse Bayesian image restoration.
ICIP 2010: 3577-3580 |
| 18 |  | Salvador Villena,
Miguel Vega,
S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction.
ICIP 2010: 893-896 |
| 17 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Bayesian Compressive Sensing Using Laplace Priors.
IEEE Transactions on Image Processing 19(1): 53-63 (2010) |
| 16 |  | S. Derin Babacan,
Jingnan Wang,
Rafael Molina,
Aggelos K. Katsaggelos:
Bayesian Blind Deconvolution From Differently Exposed Image Pairs.
IEEE Transactions on Image Processing 19(11): 2874-2888 (2010) |
| 2009 |
| 15 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Fast bayesian compressive sensing using Laplace priors.
ICASSP 2009: 2873-2876 |
| 14 |  | S. Derin Babacan,
Jingnan Wang,
Rafael Molina,
Aggelos K. Katsaggelos:
Bayesian blind deconvolution from differently exposed image pairs.
ICIP 2009: 133-136 |
| 13 |  | S. Derin Babacan,
Reto Ansorge,
Martin Luessi,
Rafael Molina,
Aggelos K. Katsaggelos:
Compressive sensing of light fields.
ICIP 2009: 2337-2340 |
| 12 |  | Stefanos P. Belekos,
Nikolas P. Galatsanos,
S. Derin Babacan,
Aggelos K. Katsaggelos:
Maximum a posteriori super-resolution of compressed video using a new multichannel image prior.
ICIP 2009: 2797-2800 |
| 11 |  | Luis Mancera,
S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Image restoration by mixture modelling of an overcomplete linear representation.
ICIP 2009: 3949-3952 |
| 10 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Variational Bayesian Blind Deconvolution Using a Total Variation Prior.
IEEE Transactions on Image Processing 18(1): 12-26 (2009) |
| 2008 |
| 9 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Generalized Gaussian Markov random field image restoration using variational distribution approximation.
ICASSP 2008: 1265-1268 |
| 8 |  | S. Derin Babacan,
Xiaoming Yin,
Andrew C. Larson,
Aggelos K. Katsaggelos:
Combination of MR surface coil images using weighted constrained least squares.
ICIP 2008: 2236-2239 |
| 7 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Total variation super resolution using a variational approach.
ICIP 2008: 641-644 |
| 6 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation.
IEEE Transactions on Image Processing 17(3): 326-339 (2008) |
| 2007 |
| 5 |  | S. Derin Babacan,
Thrasyvoulos N. Pappas:
Spatiotemporal Algorithm for Background Subtraction.
ICASSP (1) 2007: 1065-1068 |
| 4 |  | S. Derin Babacan,
Rafael Molina,
Aggelos K. Katsaggelos:
Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation.
ICIP (1) 2007: 97-100 |
| 3 |  | Hongqiang Wang,
S. Derin Babacan,
Khalid Sayood:
Lossless Hyperspectral-Image Compression Using Context-Based Conditional Average.
IEEE T. Geoscience and Remote Sensing 45(12-2): 4187-4193 (2007) |
| 2005 |
| 2 |  | Hongqiang Wang,
S. Derin Babacan,
Khalid Sayood:
Lossless Hyperspectral Image Compression Using Context-Based Conditional Averages.
DCC 2005: 418-426 |
| 2004 |
| 1 |  | S. Derin Babacan,
Khalid Sayood:
Predictive Image Compression Using Conditional Average.
Data Compression Conference 2004: 524 |