Carola-Bibiane Schönlieb

Cited by

	All	Since 2018
Citations	6423	5401
h-index	41	35
i10-index	125	113

2000

1000

500

1500

20092010201120122013201420152016201720182019202020212022202316 29 33 36 73 87 167 244 295 360 583 747 1262 1984 447

Public access

View all

158 articles

14 articles

available

not available

Based on funding mandates

Co-authors

Angelica I. Aviles-RiveroUniversity of CambridgeVerified email at cam.ac.uk
Martin BenningQueen Mary University of LondonVerified email at qmul.ac.uk
Martin BurgerFriedrich-Alexander Universität Erlangen-NürnbergVerified email at fau.de
Matthias J. EhrhardtMathematical Sciences, University of BathVerified email at bath.ac.uk
Juan Carlos De los ReyesCentro de Modelización Matemática (MODEMAT), Escuela Politécnica Nacional, EcuadorVerified email at epn.edu.ec
David CoomesProfessor of Forest Ecology and Conservation, University of CambridgeVerified email at cam.ac.uk
Xiaohao CaiSchool of Electronics and Computer Science, University of SouthamptonVerified email at soton.ac.uk
Luca CalatroniCNRS, I3S, Sophia-Antipolis, FranceVerified email at i3s.unice.fr
Jingwei LiangShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Jan LellmannUniversity of LuebeckVerified email at uni-luebeck.de
Kostas PapafitsorosQueen Mary University of LondonVerified email at qmul.ac.uk
Simone ParisottoSoftware Developer, Datacolor Industrial SrlVerified email at simoneparisotto.com
Juheon LeeStaff Research ScientistVerified email at hp.com
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
Michael MoellerProfessor for Computer Vision, University of Siegen, GermanyVerified email at uni-siegen.de
Robert ToveyUniversity College London (UCL)Verified email at ucl.ac.uk
Daniel CremersTechnical University of MunichVerified email at tum.de
Paul MidgleyProfessor, University of CambridgeVerified email at cam.ac.uk
Peter MarkowichKAUSTVerified email at kaust.edu.sa

Carola-Bibiane Schönlieb

DAMTP, University of Cambridge

Verified email at cam.ac.uk

Mathematics Computer Science Medical imaging inverse problems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ... Nature Machine Intelligence 3 (3), 199-217, 2021	534	2021
Solving inverse problems using data-driven models S Arridge, P Maass, O Öktem, CB Schönlieb Acta Numerica 28, 1-174, 2019	405	2019
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	283	2017
A combined first and second order variational approach for image reconstruction K Papafitsoros, CB Schönlieb Journal of mathematical imaging and vision 48, 308-338, 2014	280	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	188	2009
Adversarial regularizers in inverse problems S Lunz, O Öktem, CB Schönlieb Advances in neural information processing systems 31, 2018	183	2018
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	152	2018
Unconditionally stable schemes for higher order inpainting A Bertozzi, CB Schönlieb Communications in Mathematical Sciences 9 (2), 413-457, 2011	138	2011
Partial differential equation methods for image inpainting CB Schönlieb Cambridge University Press, 2015	121	2015
On the connection between adversarial robustness and saliency map interpretability C Etmann, S Lunz, P Maass, CB Schönlieb arXiv preprint arXiv:1905.04172, 2019	119	2019
Unified focal loss: Generalising dice and cross entropy-based losses to handle class imbalanced medical image segmentation M Yeung, E Sala, CB Schönlieb, L Rundo Computerized Medical Imaging and Graphics 95, 102026, 2022	109	2022
Variational depth from focus reconstruction M Moeller, M Benning, C Schönlieb, D Cremers IEEE Transactions on Image Processing 24 (12), 5369-5378, 2015	109	2015
Imaging with Kantorovich--Rubinstein Discrepancy J Lellmann, DA Lorenz, C Schonlieb, T Valkonen SIAM Journal on Imaging Sciences 7 (4), 2833-2859, 2014	108	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	104	2013
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	103	2017
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images G Wang, X Liu, J Shen, C Wang, Z Li, L Ye, X Wu, T Chen, K Wang, ... Nature biomedical engineering 5 (6), 509-521, 2021	83	2021
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	83	2017
Combined first and second order total variation inpainting using split Bregman K Papafitsoros, CB Schoenlieb, B Sengul Image Processing On Line, 2013	80	2013
Tuning-free plug-and-play proximal algorithm for inverse imaging problems K Wei, A Aviles-Rivero, J Liang, Y Fu, CB Schönlieb, H Huang International Conference on Machine Learning, 10158-10169, 2020	73	2020
A convergent overlapping domain decomposition method for total variation minimization M Fornasier, A Langer, CB Schönlieb Numerische Mathematik 116, 645-685, 2010	69	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors