Carola-Bibiane Schönlieb - Google Scholar

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	All	Since 2015
Citations	2604	2304
h-index	26	26
i10-index	56	50

660

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495

20092010201120122013201420152016201720182019202015 28 38 33 74 84 178 248 290 363 655 563

Co-authors

Martin BurgerFriedrich-Alexander Universität Erlangen-NürnbergVerified email at fau.de
Martin BenningQueen Mary University of LondonVerified email at qmul.ac.uk
Juan Carlos De los ReyesCentro de Modelización Matemática (MODEMAT), Escuela Politécnica Nacional, EcuadorVerified email at epn.edu.ec
Matthias J. EhrhardtInstitute for Mathematical Innovation, University of BathVerified email at bath.ac.uk
Tuomo ValkonenUniversity of Helsinki & Escuela Politécnica NacionalVerified email at helsinki.fi
Xiaohao CaiSchool of Electronics and Computer Science, University of SouthamptonVerified email at soton.ac.uk
David CoomesProfessor of Forest Ecology and Conservation, University of CambridgeVerified email at cam.ac.uk
Angelica I. Aviles-RiveroUniversity of CambridgeVerified email at cam.ac.uk
Kostas PapafitsorosWeierstrass Institute for Applied Analysis and StochasticsVerified email at wias-berlin.de
Luca CalatroniCNRS, I3S, Sophia-Antipolis, FranceVerified email at i3s.unice.fr
Ozan ÖktemDepartment of Mathematics, KTH - Royal Institute of TechnologyVerified email at oktem.se
Jan LellmannUniversity of LuebeckVerified email at uni-luebeck.de
Bertram DüringProfessor of Mathematics, University of WarwickVerified email at warwick.ac.uk
Massimo FornasierProfessor of Applied Numerical Analysis, Technical University of MunichVerified email at ma.tum.de
Peter MarkowichKAUSTVerified email at kaust.edu.sa
Jingwei LiangDAMTP, University of CambridgeVerified email at cam.ac.uk
Sebastian LunzPhD Student, University of CambridgeVerified email at cam.ac.uk
Michael MoellerProfessor for Computer Vision, University of Siegen, GermanyVerified email at uni-siegen.de
Daniel CremersTechnical University of MunichVerified email at tum.de
Robert ToveyCambridge UniversityVerified email at cam.ac.uk

Carola-Bibiane Schönlieb

DAMTP, University of Cambridge

Verified email at cam.ac.uk

Mathematics Computer Science Medical imaging inverse problems


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A combined first and second order variational approach for image reconstruction K Papafitsoros, CB Schönlieb Journal of mathematical imaging and vision 48 (2), 308-338, 2014	215	2014
Cahn–Hilliard inpainting and a generalization for grayvalue images M Burger, L He, CB Schönlieb SIAM Journal on Imaging Sciences 2 (4), 1129-1167, 2009	154	2009
Learning to diversify deep belief networks for hyperspectral image classification P Zhong, Z Gong, S Li, CB Schönlieb IEEE Transactions on Geoscience and Remote Sensing 55 (6), 3516-3530, 2017	153	2017
Unconditionally stable schemes for higher order inpainting A Bertozzi, CB Schönlieb Communications in Mathematical Sciences 9 (2), 413-457, 2011	105	2011
Imaging with Kantorovich--Rubinstein Discrepancy J Lellmann, DA Lorenz, C Schonlieb, T Valkonen SIAM Journal on Imaging Sciences 7 (4), 2833-2859, 2014	70	2014
Image denoising: learning the noise model via nonsmooth PDE-constrained optimization JC De los Reyes, CB Schönlieb Inverse Problems & Imaging 7 (4), 1183, 2013	70	2013
Stochastic primal-dual hybrid gradient algorithm with arbitrary sampling and imaging applications A Chambolle, MJ Ehrhardt, P Richtárik, CB Schonlieb SIAM Journal on Optimization 28 (4), 2783-2808, 2018	68	2018
Partial differential equation methods for image inpainting CB Schönlieb Cambridge University Press, 2015	68	2015
Combined first and second order total variation inpainting using split Bregman K Papafitsoros, CB Schoenlieb, B Sengul Image Processing On Line 3, 112-136, 2013	68	2013
Solving inverse problems using data-driven models S Arridge, P Maass, O Öktem, CB Schönlieb Acta Numerica 28, 1-174, 2019	65	2019
Subspace Correction Methods for Total Variation and -Minimization M Fornasier, CB Schönlieb SIAM Journal on Numerical Analysis 47 (5), 3397-3428, 2009	63	2009
A convergent overlapping domain decomposition method for total variation minimization M Fornasier, A Langer, CB Schönlieb Numerische Mathematik 116 (4), 645-685, 2010	62	2010
Oriented diffusion filtering for enhancing low-quality fingerprint images C Gottschlich, CB Schönlieb IET biometrics 1 (2), 105-113, 2012	59	2012
Bilevel parameter learning for higher-order total variation regularisation models JC De los Reyes, CB Schönlieb, T Valkonen Journal of Mathematical Imaging and Vision 57 (1), 1-25, 2017	55	2017
Phase reconstruction from velocity-encoded MRI measurements–a survey of sparsity-promoting variational approaches M Benning, L Gladden, D Holland, CB Schönlieb, T Valkonen Journal of Magnetic Resonance 238, 26-43, 2014	55	2014
Variational depth from focus reconstruction M Moeller, M Benning, C Schönlieb, D Cremers IEEE Transactions on Image Processing 24 (12), 5369-5378, 2015	54	2015
Total variation regularization in measurement and image space for PET reconstruction M Burger, J Müller, E Papoutsellis, CB Schönlieb Inverse Problems 30 (10), 105003, 2014	52	2014
Regularized regression and density estimation based on optimal transport M Burger, M Franek, CB Schönlieb Applied Mathematics Research eXpress 2012 (2), 209-253, 2012	48	2012
Adversarial regularizers in inverse problems S Lunz, O Öktem, CB Schönlieb Advances in Neural Information Processing Systems, 8507-8516, 2018	47	2018
Bilevel approaches for learning of variational imaging models L Calatroni, C Cao, JC De Los Reyes, CB Schönlieb, T Valkonen Variational Methods: In Imaging and Geometric Control 18 (252), 2, 2017	43	2017

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