Brendt Wohlberg

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Paul RodriguezPontificia Universidad Católica del PerúVerified email at pucp.edu.pe
Ulugbek S. KamilovAssistant Professor, Computational Imaging Group (CIG), Washington UniversityVerified email at wustl.edu
Lin YouzuoStaff Scientist at Los Alamos National LaboratoryVerified email at lanl.gov
Charles A BoumanProfessor of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Yu Sun (孙彧)Postdoc @ Caltech, Ph.D. @ WUSTLVerified email at caltech.edu
James TheilerTechnical Staff Member, Los Alamos National LaboratoryVerified email at lanl.gov
Daniel M. TartakovskyStanford UniversityVerified email at stanford.edu
Gerhard de JagerUniversity of Cape TownVerified email at uct.ac.za
Jiaming Liu(刘家明)Department of Electrical and Systems Engineering, Washington University in St. LouisVerified email at wustl.edu
Cristina Garcia-CardonaScientist, Los Alamos National LaboratoryVerified email at lanl.gov
Singanallur V. VenkatakrishnanResearch Staff - Imaging, Signals and Machine Learning, Oak Ridge National LaboratoryVerified email at ornl.gov
Gregery T BuzzardProfessor of Mathematics, Purdue UniversityVerified email at purdue.edu
Giacomo BoracchiAssociate Professor, Politecnico di MilanoVerified email at polimi.it
Diego CarreraSTMicroelectronicsVerified email at st.com
Alessandro FoiProfessor of Signal Processing at Tampere University (formerly, Tampere University of Technology)Verified email at tut.fi
Xiaojian Xu (许晓健)Postdoc @ University of Michigan, PhD in CS @ Washington University in St. LouisVerified email at wustl.edu
Michael Shoemakera.i. solutions, Inc.Verified email at nasa.gov
Shihang FengPostDoc, Los Alamos National LaboratoryVerified email at lanl.gov
Zhiyao DuanElectrical and Computer Engineering, University of RochesterVerified email at rochester.edu
Andrea Cogliati, PhDLighTopTech Corp.Verified email at lightoptech.com

Brendt Wohlberg

Los Alamos National Laboratory

Verified email at lanl.gov - Homepage

computational imaging image processing sparse representations image restoration inverse problems


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Plug-and-Play priors for model based reconstruction SV Venkatakrishnan, CA Bouman, B Wohlberg IEEE Global Conference on Signal and Information Processing (GlobalSIP), 945-948, 2013	824	2013
A review of the fractal image coding literature B Wohlberg, de Jager Gerhard IEEE Transactions on Image Processing 8 (12), 1716-1729, 1999	482	1999
Efficient algorithms for convolutional sparse representations B Wohlberg IEEE Transactions on Image Processing 25 (1), 301-315, 2016	363	2016
Plug-and-play priors for bright field electron tomography and sparse interpolation S Sreehari, SV Venkatakrishnan, B Wohlberg, GT Buzzard, LF Drummy, ... IEEE Transactions on Computational Imaging 2 (4), 408-423, 2016	314	2016
Efficient minimization method for a generalized total variation functional P Rodríguez, B Wohlberg IEEE Transactions on Image Processing 18 (2), 322-332, 2009	276	2009
Efficient Convolutional Sparse Coding B Wohlberg IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2014	197	2014
Convolutional Dictionary Learning: A Comparative Review and New Algorithms C Garcia-Cardona, B Wohlberg IEEE Transactions on Computational Imaging, 2018	179*	2018
A plug-and-play priors approach for solving nonlinear imaging inverse problems US Kamilov, H Mansour, B Wohlberg IEEE Signal Processing Letters 24 (12), 1872-1876, 2017	174	2017
An online plug-and-play algorithm for regularized image reconstruction Y Sun, B Wohlberg, US Kamilov IEEE Transactions on Computational Imaging 5 (3), 395-408, 2019	157	2019
A nonconvex ADMM algorithm for group sparsity with sparse groups R Chartrand, B Wohlberg IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2013	154	2013
Incremental Principal Component Pursuit for Video Background Modeling P Rodríguez, B Wohlberg Journal of Mathematical Imaging and Vision, 2015	140	2015
An iteratively reweighted norm algorithm for minimization of total variation functionals B Wohlberg, P Rodríguez IEEE Signal Processing Letters 14 (12), 948-951, 2007	140	2007
Fast Principal Component Pursuit via Alternating Minimization P Rodrıguez, B Wohlberg IEEE International Conference on Image Processing (ICIP), 69-73, 2013	129	2013
Blind image deconvolution: Motion blur estimation F Krahmer, Y Lin, B McAdoo, K Ott, J Wang, D Widemann, B Wohlberg IMA Preprints Series, 2133-5, 2006	116	2006
Incremental Methods for Robust Local Subspace Estimation P Rodriguez, B Wohlberg Handbook of Robust Low-Rank and Sparse Matrix Decomposition Applications in …, 2016	103*	2016
A gradient descent solution to the Monge-Kantorovich problem R Chartrand, B Wohlberg, K Vixie, E Bollt Applied Mathematical Sciences 3 (22), 1071-1080, 2009	88	2009
Subsurface characterization with support vector machines B Wohlberg, DM Tartakovsky, A Guadagnini IEEE Transactions on Geoscience and Remote Sensing 44 (1), 47-57, 2006	79	2006
UPRE method for total variation parameter selection Y Lin, B Wohlberg, H Guo Signal Processing 90 (8), 2546-2551, 2010	78	2010
Elliptically contoured distributions for anomalous change detection in hyperspectral imagery J Theiler, C Scovel, B Wohlberg, BR Foy IEEE Geoscience and Remote Sensing Letters 7 (2), 271-275, 2010	77	2010
First and Second Order Methods for Online Convolutional Dictionary Learning J Liu, C Garcia-Cardona, B Wohlberg, W Yin SIAM Journal on Imaging Sciences 11 (2), 1589-1628, 2018	64*	2018

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