Concepedia

S. Derin Babacan

SD

38

Publications

3K

Citations

21

H-Index

2005

Active since

Affiliations

Northwestern University(Current)

Universidad de Granada

University of Illinois Urbana-Champaign

Google (United States)

Massachusetts General Hospital

S. Derin Babacan is an author at Northwestern University specializing in engineering, inverse problems, and image analysis.

Top concepts

EngineeringInverse ProblemsStatistical InferenceImage AnalysisMedical ImagingBiomedical ImagingStatisticsData ScienceComputer VisionSignal Processing

Publications per year

2005–2015

38

Publications

38

Bayesian Compressive Sensing Using Laplace Priors

S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos · IEEE Transactions on Image Processing · 2009 · 794 citations

Statistical Signal Processing, Sparsity Priors, Engineering +11

White-light diffraction tomography of unlabelled live cells

Taewoo Kim, Renjie Zhou, Mustafa Mir et al. · Nature Photonics · 2014 · 394 citations

White-light Diffraction Tomography, Engineering, Microscopy +7

Variational Bayesian Super Resolution

S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos · IEEE Transactions on Image Processing · 2010 · 255 citations

Super-resolution Imaging, High Resolution, Machine Vision +15

Variational Bayesian Blind Deconvolution Using a Total Variation Prior

S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos · IEEE Transactions on Image Processing · 2008 · 219 citations

Deblurring, Total Variation Prior, Image Analysis +12

Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation

S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos · IEEE Transactions on Image Processing · 2008 · 175 citations

Tv-based Image Restoration, Deblurring, Parameter Estimation +15

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