S. Derin Babacan
S. Derin Babacan
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Cited by
Cited by
Bayesian compressive sensing using Laplace priors
SD Babacan, R Molina, AK Katsaggelos
IEEE Transactions on image processing 19 (1), 53-63, 2009
White-light diffraction tomography of unlabelled live cells
T Kim, R Zhou, M Mir, SD Babacan, PS Carney, LL Goddard, G Popescu
Nature Photonics 8 (3), 256-263, 2014
Variational Bayesian super resolution
SD Babacan, R Molina, AK Katsaggelos
IEEE Transactions on Image Processing 20 (4), 984-999, 2010
Sparse Bayesian methods for low-rank matrix estimation
SD Babacan, M Luessi, R Molina, AK Katsaggelos
IEEE Transactions on Signal Processing 60 (8), 3964-3977, 2012
Variational Bayesian blind deconvolution using a total variation prior
SD Babacan, R Molina, AK Katsaggelos
IEEE Transactions on Image Processing 18 (1), 12-26, 2008
Radiance processing by demultiplexing in the frequency domain
TG Georgiev, C Intwala, SD Babacan
US Patent 8,559,756, 2013
Method and apparatus for block-based compression of light-field images
SD Babacan, TG Georgiev
US Patent 8,155,456, 2012
Parameter estimation in TV image restoration using variational distribution approximation
SD Babacan, R Molina, AK Katsaggelos
IEEE transactions on image processing 17 (3), 326-339, 2008
Bayesian blind deconvolution with general sparse image priors
SD Babacan, R Molina, MN Do, AK Katsaggelos
European conference on computer vision, 341-355, 2012
Method and apparatus for dynamic channel selection in wireless modems
J Razavilar, N Poojary, D Connors, J Crawford
US Patent App. 10/101,891, 2003
Bayesian combination of sparse and non-sparse priors in image super resolution
S Villena, M Vega, SD Babacan, R Molina, AK Katsaggelos
Digital Signal Processing 23 (2), 530-541, 2013
Total variation super resolution using a variational approach
SD Babacan, R Molina, AK Katsaggelos
2008 15th IEEE International Conference on Image Processing, 641-644, 2008
Lossless hyperspectral-image compression using context-based conditional average
H Wang, SD Babacan, K Sayood
IEEE transactions on geoscience and remote sensing 45 (12), 4187-4193, 2007
Bayesian group-sparse modeling and variational inference
SD Babacan, S Nakajima, MN Do
IEEE transactions on signal processing 62 (11), 2906-2921, 2014
Compressive light field sensing
SD Babacan, R Ansorge, M Luessi, PR Mataran, R Molina, ...
IEEE Transactions on image processing 21 (12), 4746-4757, 2012
Denoising diffusion‐weighted magnitude MR images using rank and edge constraints
F Lam, SD Babacan, JP Haldar, MW Weiner, N Schuff, ZP Liang
Magnetic Resonance in Medicine 71 (3), 1272-1284, 2014
Global analytic solution of fully-observed variational Bayesian matrix factorization
S Nakajima, M Sugiyama, SD Babacan, R Tomioka
Journal of Machine Learning Research 14 (Jan), 1-37, 2013
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing
T Bouwmans, NS Aybat, E Zahzah
CRC Press, 2016
Unified frequency domain analysis of lightfield cameras
T Georgiev, C Intwala, S Babakan, A Lumsdaine
Computer Vision–ECCV 2008, 224-237, 2008
Blind image deconvolution: problem formulation and existing approaches
TE Bishop, SD Babacan, B Amizic, AK Katsaggelos, T Chan, R Molina
Blind image deconvolution: Theory and Applications, 1-41, 2007
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