default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDS. Derin Babacan
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2010 – 2019
- 2015
[j18]Shinichi Nakajima, Ryota Tomioka, Masashi Sugiyama, S. Derin Babacan:
Condition for perfect dimensionality recovery by variational Bayesian PCA. J. Mach. Learn. Res. 16: 3757-3811 (2015)- 2014
- [j17]Martin Luessi, S. Derin Babacan, Rafael Molina
, James R. Booth, Aggelos K. Katsaggelos:
Variational Bayesian causal connectivity analysis for fMRI. Frontiers Neuroinformatics 8: 45 (2014) - [j16]Zhaofu Chen, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Methods For Multimedia Problems. IEEE Trans. Multim. 16(4): 1000-1017 (2014) - [j15]S. Derin Babacan, Shinichi Nakajima, Minh N. Do:
Bayesian Group-Sparse Modeling and Variational Inference. IEEE Trans. Signal Process. 62(11): 2906-2921 (2014) - 2013
- [j14]Salvador Villena, Miguel Vega, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian combination of sparse and non-sparse priors in image super resolution. Digit. Signal Process. 23(2): 530-541 (2013) - [j13]Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Space-variant blur deconvolution and denoising in the dual exposure problem. Inf. Fusion 14(4): 396-409 (2013) - [j12]Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan, Ryota Tomioka:
Global analytic solution of fully-observed variational Bayesian matrix factorization. J. Mach. Learn. Res. 14(1): 1-37 (2013) - [j11]Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan:
Variational Bayesian sparse additive matrix factorization. Mach. Learn. 92(2-3): 319-347 (2013) - [j10]Martin Luessi, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Simultaneous Sparse Approximation With Smooth Signals. IEEE Trans. Signal Process. 61(22): 5716-5729 (2013) - [c41]Shinichi Nakajima, Akiko Takeda, S. Derin Babacan, Masashi Sugiyama, Ichiro Takeuchi:
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering. NIPS 2013: 1439-1447 - 2012
- [j9]S. Derin Babacan, Reto Ansorge, Martin Luessi, Pablo Ruiz Matarán, Rafael Molina, Aggelos K. Katsaggelos:
Compressive Light Field Sensing. IEEE Trans. Image Process. 21(12): 4746-4757 (2012) - [j8]S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian Methods for Low-Rank Matrix Estimation. IEEE Trans. Signal Process. 60(8): 3964-3977 (2012) - [c40]Daniel B. Kubacki, Huy Quang Bui, S. Derin Babacan, Minh N. Do:
Registration and integration of multiple depth images using signed distance function. Computational Imaging 2012: 82960Z - [c39]S. Derin Babacan, Rafael Molina, Minh N. Do, Aggelos K. Katsaggelos:
Bayesian Blind Deconvolution with General Sparse Image Priors. ECCV (6) 2012: 341-355 - [c38]Miguel Tallon, S. Derin Babacan, Javier Mateos, Minh N. Do, Rafael Molina, Aggelos K. Katsaggelos:
Upsampling and denoising of depth maps via joint-segmentation. EUSIPCO 2012: 245-249 - [c37]S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang:
Interventional MRI with sparse sampling using union-of-subspaces. ISBI 2012: 314-317 - [c36]Anthony G. Christodoulou, S. Derin Babacan, Zhi-Pei Liang:
Accelerating cardiovascular imaging by exploiting regional low-rank structure via group sparsity. ISBI 2012: 330-333 - [c35]Fan Lam, S. Derin Babacan, Justin P. Haldar, Norbert Schuff, Zhi-Pei Liang:
Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints. ISBI 2012: 1401-1404 - [c34]Shinichi Nakajima, Ryota Tomioka, Masashi Sugiyama, S. Derin Babacan:
Perfect Dimensionality Recovery by Variational Bayesian PCA. NIPS 2012: 980-988 - [c33]S. Derin Babacan, Shinichi Nakajima, Minh N. Do:
Probabilistic Low-Rank Subspace Clustering. NIPS 2012: 2753-2761 - [c32]Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan:
Sparse Additive Matrix Factorization for Robust PCA and Its Generalization. ACML 2012: 301-316 - 2011
- [j7]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) - [j6]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Super Resolution. IEEE Trans. Image Process. 20(4): 984-999 (2011) - [c31]S. Derin Babacan, Xi Peng, Xian-Pei Wang, Minh N. Do, Zhi-Pei Liang:
Reference-guided sparsifying transform design for compressive sensing MRI. EMBC 2011: 5718-5721 - [c30]Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Space-variant kernel deconvolution for dual exposure problem. EUSIPCO 2011: 1678-1682 - [c29]S. Derin Babacan, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos:
Low-rank matrix completion by variational sparse Bayesian learning. ICASSP 2011: 2188-2191 - [c28]S. Derin Babacan, Martin Luessi, Leonidas Spinoulas, Aggelos K. Katsaggelos, Nachappa Gopalsami, Thomas W. Elmer, Ryan Ahern, Shaolin Liao, Apostolos C. Raptis:
Compressive passive millimeter-wave imaging. ICIP 2011: 2705-2708 - [c27]Pablo Ruiz, S. Derin Babacan, Li Gao, Zhu Li, Rafael Molina, Aggelos K. Katsaggelos:
Video retrieval using sparse Bayesian reconstruction. ICME 2011: 1-6 - [c26]Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan:
On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution. ICML 2011: 497-504 - [c25]Pablo Ruiz, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Retrieval of video clips with missing frames using sparse Bayesian reconstruction. ISPA 2011: 443-448 - [c24]Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang:
Reference-driven MR image reconstruction with sparsity and support constraints. ISBI 2011: 89-92 - [c23]Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan:
Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent. NIPS 2011: 208-216 - 2010
- [j5]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Compressive Sensing Using Laplace Priors. IEEE Trans. Image Process. 19(1): 53-63 (2010) - [j4]S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian Blind Deconvolution From Differently Exposed Image Pairs. IEEE Trans. Image Process. 19(11): 2874-2888 (2010) - [c22]Miguel Tallon, Javier Mateos, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Combining observation models in dual exposure problems using the Kullback-Leibler divergence. EUSIPCO 2010: 323-327 - [c21]Bruno Amizic, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian blind image deconvolution with parameter estimation. EUSIPCO 2010: 626-630 - [c20]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 - [c19]Bruno Amizic, S. Derin Babacan, Michael K. Ng, Rafael Molina, Aggelos K. Katsaggelos:
Fast total variation image restoration with parameter estimation using bayesian inference. ICASSP 2010: 770-773 - [c18]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 - [c17]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Sparse Bayesian image restoration. ICIP 2010: 3577-3580
2000 – 2009
- 2009
- [j3]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Variational Bayesian Blind Deconvolution Using a Total Variation Prior. IEEE Trans. Image Process. 18(1): 12-26 (2009) - [c16]S. Derin Babacan, Luis Mancera, Rafael Molina, Aggelos K. Katsaggelos:
Non-convex priors in Bayesian compressed sensing. EUSIPCO 2009: 110-114 - [c15]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Fast bayesian compressive sensing using Laplace priors. ICASSP 2009: 2873-2876 - [c14]S. Derin Babacan, Jingnan Wang, Rafael Molina, Aggelos K. Katsaggelos:
Bayesian blind deconvolution from differently exposed image pairs. ICIP 2009: 133-136 - [c13]S. Derin Babacan, Reto Ansorge, Martin Luessi, Rafael Molina, Aggelos K. Katsaggelos:
Compressive sensing of light fields. ICIP 2009: 2337-2340 - [c12]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 - [c11]Luis Mancera, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Image restoration by mixture modelling of an overcomplete linear representation. ICIP 2009: 3949-3952 - 2008
- [j2]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation. IEEE Trans. Image Process. 17(3): 326-339 (2008) - [c10]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Parameter estimation in total variation blind deconvolution. EUSIPCO 2008: 1-5 - [c9]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Generalized Gaussian Markov random field image restoration using variational distribution approximation. ICASSP 2008: 1265-1268 - [c8]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Total variation super resolution using a variational approach. ICIP 2008: 641-644 - [c7]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 - 2007
- [j1]Hongqiang Wang, S. Derin Babacan, Khalid Sayood:
Lossless Hyperspectral-Image Compression Using Context-Based Conditional Average. IEEE Trans. Geosci. Remote. Sens. 45(12-2): 4187-4193 (2007) - [c6]S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos:
Total variation blind deconvolution using a variational approach to parameter, image, and blur estimation. EUSIPCO 2007: 2164-2168 - [c5]S. Derin Babacan, Thrasyvoulos N. Pappas:
Spatiotemporal Algorithm for Background Subtraction. ICASSP (1) 2007: 1065-1068 - [c4]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 - 2006
- [c3]S. Derin Babacan, Thrasyvoulos N. Pappas:
Spatiotemporal algorithm for joint video segmentation and foreground detection. EUSIPCO 2006: 1-5 - 2005
- [c2]Hongqiang Wang, S. Derin Babacan, Khalid Sayood:
Lossless Hyperspectral Image Compression Using Context-Based Conditional Averages. DCC 2005: 418-426 - 2004
- [c1]S. Derin Babacan, Khalid Sayood:
Predictive Image Compression Using Conditional Average. Data Compression Conference 2004: 524
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 05:52 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
