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Schönlieb, Carola-Bibiane

Author ID: schonlieb.carola-bibiane Recent zbMATH articles by "Schönlieb, Carola-Bibiane"
Published as: Schönlieb, Carola-Bibiane; Schönlieb, Carola; Schönlieb, C.-B.; Schönlieb, C. B.; Schonlieb, C.-B.
Homepage: http://www.damtp.cam.ac.uk/user/cbs31/Home.html
External Links: MGP · Wikidata · dblp · GND · IdRef · theses.fr
all top 5

Co-Authors

2 single-authored
14 Benning, Martin
13 Ehrhardt, Matthias Joachim
11 Burger, Martin
8 Calatroni, Luca
8 De los Reyes, Juan Carlos
8 Düring, Bertram
8 Tang, Junqi
7 Liang, Jingwei
7 Parisotto, Simone
6 Korolev, Yury M.
6 Mukherjee, Subhadip
6 Öktem, Ozan
5 Arridge, Simon R.
5 Driggs, Derek
5 Kreusser, Lisa Maria
5 Valkonen, Tuomo
4 Celledoni, Elena
4 Fornasier, Massimo
4 Langer, Andreas
4 Latz, Jonas
4 Lellmann, Jan
4 Owren, Brynjulf
4 Papafitsoros, Konstantinos
4 Sherry, Ferdia
4 Van Gennip, Yves
3 Aviles-Rivero, Angelica I.
3 Corona, Veronica
3 Hauptmann, Andreas S.
3 Hocking, L. Robert
3 Maass, Peter
3 Masnou, Simon
3 McLachlan, Robert I.
3 Papoutsellis, Evangelos
3 Quispel, Gilles Reinout Willem
3 Riis, Erlend Skaldehaug
3 Rossi, Julio Daniel
3 Tan, Hong Ye
2 Aston, John A. D.
2 Betcke, Marta M.
2 Bungert, Leon
2 Carrillo de la Plata, José Antonio
2 Chambolle, Antonin
2 Collins, Sean M.
2 Davies, Mike E.
2 Debroux, Noémie
2 Diepeveen, Willem
2 Etmann, Christian
2 Fernández Bonder, Julián
2 Gladden, Lynn F.
2 Grimm, Volker
2 Holding, Thomas
2 Lang, Lukas F.
2 Lunz, Sebastian
2 Markowich, Peter Alexander
2 McLaren, David I.
2 Midgley, Paul A.
2 Reci, Andi
2 Ringholm, Torbjørn
2 Sederman, Andrew J.
2 Thorpe, Matthew
2 Tovey, Robert
1 Adler, Jonas
1 Barbaresco, Frédéric
1 Bertozzi, Andrea Louise
1 Biguri, Ander
1 Boardman, Richard
1 Bonardi, Fabien
1 Boulanger, Jérôme
1 Bredies, Kristian
1 Brune, Christoph
1 Budd, Jeremy M.
1 Buet, Blanche
1 Bugeau, Aurélie
1 Cai, Xiaohao
1 Cai, Ziruo
1 Caliari, Marco
1 Cao, Chung
1 Carioni, Marcello
1 Chan, Raymond Hon-Fu
1 Chen, Dongdong
1 Chen, Ke
1 Chu, Shun-Yin
1 Chung, Cao Van
1 Coomes, David A.
1 Cremers, Daniel
1 Crook, Oliver M.
1 de Hoop, Maarten V.
1 Delplancke, Claire
1 Desquilbet, François
1 Dirks, Hendrik Meinert
1 Dong, Yiqiu
1 Dréo, Johann
1 Dutta, Nilankur
1 Esteve-Yagüe, Carlos
1 Étienne, Jocelyn
1 Fan, Qingnan
1 Flenner, Arjuna
1 Foged Schmidt, Marie
1 Fonseca, Irene
1 Forbes, Alistair B.
...and 75 more Co-Authors
all top 5

Serials

16 Inverse Problems
16 SIAM Journal on Imaging Sciences
6 Journal of Mathematical Imaging and Vision
3 SIAM Journal on Scientific Computing
3 IEEE Transactions on Image Processing
2 European Journal of Applied Mathematics
2 Foundations of Computational Mathematics
2 Journal of Machine Learning Research (JMLR)
2 Communications in Mathematical Sciences
2 Oberwolfach Reports
1 Applicable Analysis
1 Journal of Mathematical Analysis and Applications
1 Journal of Mathematical Biology
1 Applied Mathematics and Optimization
1 Illinois Journal of Mathematics
1 Indiana University Mathematics Journal
1 Numerische Mathematik
1 SIAM Journal on Numerical Analysis
1 Journal of Scientific Computing
1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
1 Mathematical Programming. Series A. Series B
1 SIAM Journal on Optimization
1 Discrete and Continuous Dynamical Systems
1 Communications in Contemporary Mathematics
1 AMRX. Applied Mathematics Research eXpress
1 SIAM Journal on Applied Dynamical Systems
1 Acta Numerica
1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
1 Cambridge Monographs on Applied and Computational Mathematics
1 Journal of Mathematics and the Arts
1 Journal of Physics A: Mathematical and Theoretical
1 Inverse Problems and Imaging
1 Journal of Computational Dynamics
1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
1 SMAI Journal of Computational Mathematics
1 SIAM Journal on Mathematics of Data Science

Publications by Year

Citations contained in zbMATH Open

74 Publications have been cited 1,048 times in 682 Documents Cited by Year
Solving inverse problems using data-driven models. Zbl 1429.65116
Arridge, Simon; Maass, Peter; Öktem, Ozan; Schönlieb, Carola-Bibiane
117
2019
A combined first and second order variational approach for image reconstruction. Zbl 1362.94009
Papafitsoros, K.; Schönlieb, C. B.
95
2014
Cahn-Hilliard inpainting and a generalization for grayvalue images. Zbl 1180.49007
Burger, Martin; He, Lin; Schönlieb, Carola-Bibiane
69
2009
Image denoising: learning the noise model via nonsmooth PDE-constrained optimization. Zbl 1283.49005
De los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane
48
2013
Unconditionally stable schemes for higher order inpainting. Zbl 1216.94016
Schönlieb, Carola-Bibiane; Bertozzi, Andrea
45
2011
Bilevel parameter learning for higher-order total variation regularisation models. Zbl 1425.94010
De los Reyes, J. C.; Schönlieb, C.-B.; Valkonen, T.
41
2017
Stochastic primal-dual hybrid gradient algorithm with arbitrary sampling and imaging applications. Zbl 06951767
Chambolle, Antonin; Ehrhardt, Matthias J.; Richtárik, Peter; Schönlieb, Carola-Bibiane
37
2018
Imaging with Kantorovich-Rubinstein discrepancy. Zbl 1308.49043
Lellmann, Jan; Lorenz, Dirk A.; Schönlieb, Carola; Valkonen, Tuomo
35
2014
Subspace correction methods for total variation and \(\ell_1\)-minimization. Zbl 1203.65098
Fornasier, Massimo; Schönlieb, Carola-Bibiane
29
2009
Bilevel approaches for learning of variational imaging models. Zbl 1468.94014
Calatroni, Luca; Cao, Chung; de los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane; Vakonen, Tuomo
28
2017
Infimal convolution of data discrepancies for mixed noise removal. Zbl 1412.94005
Calatroni, Luca; De Los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane
27
2017
A convergent overlapping domain decomposition method for total variation minimization. Zbl 1206.65170
Fornasier, Massimo; Langer, Andreas; Schönlieb, Carola-Bibiane
26
2010
The structure of optimal parameters for image restoration problems. Zbl 1327.49063
De Los Reyes, J. C.; Schönlieb, C.-B.; Valkonen, T.
25
2016
A generalized model for optimal transport of images including dissipation and density modulation. Zbl 1348.94009
Maas, Jan; Rumpf, Martin; Schönlieb, Carola; Simon, Stefan
23
2015
Regularized regression and density estimation based on optimal transport. Zbl 1318.62122
Burger, Martin; Franek, Marzena; Schönlieb, Carola-Bibiane
23
2012
Partial differential equation methods for image inpainting. Zbl 1335.94002
Schönlieb, Carola-Bibiane
21
2015
Learning optimal spatially-dependent regularization parameters in total variation image denoising. Zbl 1371.49018
van Chung, Cao; De Los Reyes, J. C.; Schönlieb, C. B.
21
2017
Deep learning as optimal control problems: models and numerical methods. Zbl 1429.68249
Benning, Martin; Celledoni, Elena; Ehrhardt, Matthias J.; Owren, Brynjulf; Schönlieb, Carola-Bibiane
18
2019
Infimal convolution regularisation functionals of BV and \(\mathrm{L}^p\) spaces. I: The finite \(p\) case. Zbl 1342.49014
Burger, Martin; Papafitsoros, Konstantinos; Papoutsellis, Evangelos; Schönlieb, Carola-Bibiane
16
2016
A variational model for joint motion estimation and image reconstruction. Zbl 1437.94009
Burger, Martin; Dirks, Hendrik; Schönlieb, Carola-Bibiane
14
2018
Total variation regularization in measurement and image space for PET reconstruction. Zbl 1308.65214
Burger, M.; Müller, J.; Papoutsellis, E.; Schönlieb, C. B.
14
2014
Bregmanized domain decomposition for image restoration. Zbl 1308.94020
Langer, Andreas; Osher, Stanley; Schönlieb, Carola-Bibiane
14
2013
Graph clustering, variational image segmentation methods and Hough transform scale detection for object measurement in images. Zbl 1369.94019
Calatroni, Luca; van Gennip, Yves; Schönlieb, Carola-Bibiane; Rowland, Hannah M.; Flenner, Arjuna
13
2017
Structure-preserving deep learning. Zbl 07440570
Celledoni, E.; Ehrhardt, M. J.; Etmann, C.; McLachlan, R. I.; Owren, B.; Schonlieb, C.-B.; Sherry, F.
13
2021
Linkage between piecewise constant Mumford-Shah model and Rudin-Osher-Fatemi model and its virtue in image segmentation. Zbl 1454.94012
Cai, Xiaohao; Chan, Raymond; Schönlieb, Carola-Bibiane; Steidl, Gabriele; Zeng, Tieyong
11
2019
Directional sinogram inpainting for limited angle tomography. Zbl 1407.92074
Tovey, Robert; Benning, Martin; Brune, Christoph; Lagerwerf, Marinus J.; Collins, Sean M.; Leary, Rowan K.; Midgley, Paul A.; Schönlieb, Carola-Bibiane
11
2019
Dynamic sampling schemes for optimal noise learning under multiple nonsmooth constraints. Zbl 1333.94008
Calatroni, Luca; De los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane
10
2014
Analysis and application of a nonlocal Hessian. Zbl 1330.94010
Lellmann, Jan; Papafitsoros, Konstantinos; Schönlieb, Carola; Spector, Daniel
10
2015
Discrete gradient methods for solving variational image regularisation models. Zbl 1371.94146
Grimm, V.; McLachlan, Robert I.; McLaren, David I.; Quispel, G. R. W.; Schönlieb, C.-B.
10
2017
On learned operator correction in inverse problems. Zbl 1474.65182
Lunz, Sebastian; Hauptmann, Andreas; Tarvainen, Tanja; Schönlieb, Carola-Bibiane; Arridge, Simon
10
2021
Higher-order total directional variation: analysis. Zbl 1444.47020
Parisotto, Simone; Masnou, Simon; Schönlieb, Carola-Bibiane
9
2020
Variational image regularization with Euler’s elastica using a discrete gradient scheme. Zbl 1426.49031
Ringholm, Torbjørn; Lazić, Jasmina; Schönlieb, Carola-Bibiane
8
2018
Improving “fast iterative shrinkage-thresholding algorithm”: faster, smarter, and greedier. Zbl 1492.65163
Liang, Jingwei; Luo, Tao; Schönlieb, Carola-Bibiane
8
2022
ADI splitting schemes for a fourth-order nonlinear partial differential equation from image processing. Zbl 1279.65096
Calatroni, Luca; Düring, Bertram; Schönlieb, Carola-Bibiane
8
2014
Pattern formation of a nonlocal, anisotropic interaction model. Zbl 1383.35024
Burger, Martin; Düring, Bertram; Kreusser, Lisa Maria; Markowich, Peter A.; Schönlieb, Carola-Bibiane
7
2018
Inverse scale space decomposition. Zbl 1468.62352
Foged Schmidt, Marie; Benning, Martin; Schönlieb, Carola-Bibiane
7
2018
Wavelet decomposition method for \(L_2\)/TV-image deblurring. Zbl 1259.65101
Fornasier, M.; Kim, Y.; Langer, A.; Schönlieb, C.-B.
7
2012
Choose your path wisely: gradient descent in a Bregman distance framework. Zbl 1480.90197
Benning, Martin; Betcke, Marta M.; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane
7
2021
Enhancing joint reconstruction and segmentation with non-convex Bregman iteration. Zbl 1448.94008
Corona, Veronica; Benning, Martin; Ehrhardt, Matthias J.; Gladden, Lynn F.; Mair, Richard; Reci, Andi; Sederman, Andrew J.; Reichelt, Stefanie; Schönlieb, Carola-Bibiane
6
2019
Template-based image reconstruction from sparse tomographic data. Zbl 1461.49048
Lang, Lukas F.; Neumayer, Sebastian; Öktem, Ozan; Schönlieb, Carola-Bibiane
6
2020
Blind image fusion for hyperspectral imaging with the directional total variation. Zbl 1481.94009
Bungert, Leon; Coomes, David A.; Ehrhardt, Matthias J.; Rasch, Jennifer; Reisenhofer, Rafael; Schönlieb, Carola-Bibiane
6
2018
Variational regularisation for inverse problems with imperfect forward operators and general noise models. Zbl 1454.49037
Bungert, Leon; Burger, Martin; Korolev, Yury; Schönlieb, Carola-Bibiane
6
2020
Variational depth from focus reconstruction. Zbl 1408.94486
Moeller, Michael; Benning, Martin; Schönlieb, Carola; Cremers, Daniel
5
2015
Total variation minimization with an \(H^{-1}\) constraint. Zbl 1178.65072
Schönlieb, Carola-Bibiane
5
2009
A primal-dual approach for a total variation Wasserstein flow. Zbl 1286.94012
Benning, Martin; Calatroni, Luca; Düring, Bertram; Schönlieb, Carola-Bibiane
5
2013
A stochastic proximal alternating minimization for nonsmooth and nonconvex optimization. Zbl 1479.90166
Driggs, Derek; Tang, Junqi; Liang, Jingwei; Davies, Mike; Schönlieb, Carola-Bibiane
5
2021
Handbook of mathematical models and algorithms in computer vision and imaging. Mathematical imaging and vision. Zbl 1527.94003
5
2023
Higher-order total directional variation: imaging applications. Zbl 07292249
Parisotto, Simone; Lellmann, Jan; Masnou, Simon; Schönlieb, Carola-Bibiane
5
2020
An anisotropic interaction model for simulating fingerprints. Zbl 1420.35436
Düring, Bertram; Gottschlich, Carsten; Huckemann, Stephan; Kreusser, Lisa Maria; Schönlieb, Carola-Bibiane
4
2019
Stability analysis of line patterns of an anisotropic interaction model. Zbl 1430.35026
Carrillo, José A.; Düring, Bertram; Kreusser, Lisa Maria; Schönlieb, Carola-Bibiane
4
2019
Learning filter functions in regularisers by minimising quotients. Zbl 1489.68218
Benning, Martin; Gilboa, Guy; Grah, Joana Sarah; Schönlieb, Carola-Bibiane
4
2017
Task adapted reconstruction for inverse problems. Zbl 07543696
Adler, Jonas; Lunz, Sebastian; Verdier, Olivier; Schönlieb, Carola-Bibiane; Öktem, Ozan
4
2022
Variational osmosis for non-linear image fusion. Zbl 07586266
Parisotto, Simone; Calatroni, Luca; Bugeau, Aurélie; Papadakis, Nicolas; Schönlieb, Carola-Bibiane
4
2020
A variational model dedicated to joint segmentation, registration, and atlas generation for shape analysis. Zbl 07196107
Debroux, Noémie; Aston, John; Bonardi, Fabien; Forbes, Alistair; Guyader, Carole Le; Romanchikova, Marina; Schönlieb, Carola-Bibiane
4
2020
Anisotropic osmosis filtering for shadow removal in images. Zbl 1448.94030
Parisotto, Simone; Calatroni, Luca; Caliari, Marco; Schönlieb, Carola-Bibiane; Weickert, Joachim
3
2019
The Willmore functional and instabilities in the Cahn-Hilliard equation. Zbl 1154.35009
Burger, Martin; Chu, Shun-Yin; Markowich, Peter A.; Schönlieb, Carola-Bibiane
3
2008
A high-contrast fourth-order PDE from imaging: numerical solution by ADI splitting. Zbl 1270.65046
Düring, Bertram; Schönlieb, Carola-Bibiane
3
2012
Accelerating variance-reduced stochastic gradient methods. Zbl 1489.90113
Driggs, Derek; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane
3
2022
A geometric integration approach to nonsmooth, nonconvex optimisation. Zbl 1500.65033
Riis, Erlend S.; Ehrhardt, Matthias J.; Quispel, G. R. W.; Schönlieb, Carola-Bibiane
3
2022
Introduction: Big data and partial differential equations. Zbl 1386.35008
2
2017
The best constant and extremals of the Sobolev embeddings in domains with holes: the \(L^{\infty }\) case. Zbl 1181.49006
Bonder, Julián Fernández; Rossi, Julio D.; Schönlieb, Carola-Bibiane
2
2008
Nonlocal higher order evolution equations. Zbl 1191.35063
Rossi, Julio D.; Schönlieb, Carola-Bibiane
2
2010
Equivariant neural networks for inverse problems. Zbl 07381882
Celledoni, Elena; Ehrhardt, Matthias J.; Etmann, Christian; Owren, Brynjulf; Schönlieb, Carola-Bibiane; Sherry, Ferdia
2
2021
Tomographic reconstruction with spatially varying parameter selection. Zbl 1504.68272
Dong, Yiqiu; Schönlieb, Carola-Bibiane
2
2020
Guidefill: GPU accelerated, artist guided geometric inpainting for 3D conversion of film. Zbl 1451.94009
Hocking, L. Robert; MacKenzie, Russell; Schönlieb, Carola-Bibiane
1
2017
Bregman Itoh-Abe methods for sparse optimisation. Zbl 1491.65045
Benning, Martin; Riis, Erlend Skaldehaug; Schönlieb, Carola-Bibiane
1
2020
Analysis of artifacts in shell-based image inpainting: why they occur and how to eliminate them. Zbl 1500.94003
Hocking, L. Robert; Holding, Thomas; Schönlieb, Carola-Bibiane
1
2020
TFPnP: tuning-free plug-and-play proximal algorithms with applications to inverse imaging problems. Zbl 07625169
Wei, Kaixuan; Aviles-Rivero, Angelica; Liang, Jingwei; Fu, Ying; Huang, Hua; Schönlieb, Carola-Bibiane
1
2022
On biased stochastic gradient estimation. Zbl 07625177
Driggs, Derek; Liang, Jingwei; Schönlieb, Carola-Bibiane
1
2022
Spectral decomposition of atomic structures in heterogeneous cryo-EM. Zbl 1507.78008
Esteve-Yagüe, Carlos; Diepeveen, Willem; Öktem, Ozan; Schönlieb, Carola-Bibiane
1
2023
Scanning electron diffraction tomography of strain. Zbl 1457.78011
Tovey, Robert; Johnstone, Duncan N.; Collins, Sean M.; Lionheart, William R. B.; Midgley, Paul A.; Benning, Martin; Schönlieb, Carola-Bibiane
1
2021
An optimization problem related to the best Sobolev trace constant in thin domains. Zbl 1357.49027
Bonder, Julián Fernández; Rossi, Julio D.; Schönlieb, Carola-Bibiane
1
2008
Partial differential equations and variational methods for geometric processing of images. Zbl 1476.49007
Buet, Blanche; Mirebeau, Jean-Marie; van Gennip, Yves; Desquilbet, François; Dreo, Johann; Barbaresco, Frédéric; Leonardi, Gian Paolo; Masnou, Simon; Schönlieb, Carola-Bibiane
1
2019
A total variation based regularizer promoting piecewise-Lipschitz reconstructions. Zbl 07808254
Burger, Martin; Korolev, Yury; Schönlieb, Carola-Bibiane; Stollenwerk, Christiane
1
2019
Handbook of mathematical models and algorithms in computer vision and imaging. Mathematical imaging and vision. Zbl 1527.94003
5
2023
Spectral decomposition of atomic structures in heterogeneous cryo-EM. Zbl 1507.78008
Esteve-Yagüe, Carlos; Diepeveen, Willem; Öktem, Ozan; Schönlieb, Carola-Bibiane
1
2023
Improving “fast iterative shrinkage-thresholding algorithm”: faster, smarter, and greedier. Zbl 1492.65163
Liang, Jingwei; Luo, Tao; Schönlieb, Carola-Bibiane
8
2022
Task adapted reconstruction for inverse problems. Zbl 07543696
Adler, Jonas; Lunz, Sebastian; Verdier, Olivier; Schönlieb, Carola-Bibiane; Öktem, Ozan
4
2022
Accelerating variance-reduced stochastic gradient methods. Zbl 1489.90113
Driggs, Derek; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane
3
2022
A geometric integration approach to nonsmooth, nonconvex optimisation. Zbl 1500.65033
Riis, Erlend S.; Ehrhardt, Matthias J.; Quispel, G. R. W.; Schönlieb, Carola-Bibiane
3
2022
TFPnP: tuning-free plug-and-play proximal algorithms with applications to inverse imaging problems. Zbl 07625169
Wei, Kaixuan; Aviles-Rivero, Angelica; Liang, Jingwei; Fu, Ying; Huang, Hua; Schönlieb, Carola-Bibiane
1
2022
On biased stochastic gradient estimation. Zbl 07625177
Driggs, Derek; Liang, Jingwei; Schönlieb, Carola-Bibiane
1
2022
Structure-preserving deep learning. Zbl 07440570
Celledoni, E.; Ehrhardt, M. J.; Etmann, C.; McLachlan, R. I.; Owren, B.; Schonlieb, C.-B.; Sherry, F.
13
2021
On learned operator correction in inverse problems. Zbl 1474.65182
Lunz, Sebastian; Hauptmann, Andreas; Tarvainen, Tanja; Schönlieb, Carola-Bibiane; Arridge, Simon
10
2021
Choose your path wisely: gradient descent in a Bregman distance framework. Zbl 1480.90197
Benning, Martin; Betcke, Marta M.; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane
7
2021
A stochastic proximal alternating minimization for nonsmooth and nonconvex optimization. Zbl 1479.90166
Driggs, Derek; Tang, Junqi; Liang, Jingwei; Davies, Mike; Schönlieb, Carola-Bibiane
5
2021
Equivariant neural networks for inverse problems. Zbl 07381882
Celledoni, Elena; Ehrhardt, Matthias J.; Etmann, Christian; Owren, Brynjulf; Schönlieb, Carola-Bibiane; Sherry, Ferdia
2
2021
Scanning electron diffraction tomography of strain. Zbl 1457.78011
Tovey, Robert; Johnstone, Duncan N.; Collins, Sean M.; Lionheart, William R. B.; Midgley, Paul A.; Benning, Martin; Schönlieb, Carola-Bibiane
1
2021
Higher-order total directional variation: analysis. Zbl 1444.47020
Parisotto, Simone; Masnou, Simon; Schönlieb, Carola-Bibiane
9
2020
Template-based image reconstruction from sparse tomographic data. Zbl 1461.49048
Lang, Lukas F.; Neumayer, Sebastian; Öktem, Ozan; Schönlieb, Carola-Bibiane
6
2020
Variational regularisation for inverse problems with imperfect forward operators and general noise models. Zbl 1454.49037
Bungert, Leon; Burger, Martin; Korolev, Yury; Schönlieb, Carola-Bibiane
6
2020
Higher-order total directional variation: imaging applications. Zbl 07292249
Parisotto, Simone; Lellmann, Jan; Masnou, Simon; Schönlieb, Carola-Bibiane
5
2020
Variational osmosis for non-linear image fusion. Zbl 07586266
Parisotto, Simone; Calatroni, Luca; Bugeau, Aurélie; Papadakis, Nicolas; Schönlieb, Carola-Bibiane
4
2020
A variational model dedicated to joint segmentation, registration, and atlas generation for shape analysis. Zbl 07196107
Debroux, Noémie; Aston, John; Bonardi, Fabien; Forbes, Alistair; Guyader, Carole Le; Romanchikova, Marina; Schönlieb, Carola-Bibiane
4
2020
Tomographic reconstruction with spatially varying parameter selection. Zbl 1504.68272
Dong, Yiqiu; Schönlieb, Carola-Bibiane
2
2020
Bregman Itoh-Abe methods for sparse optimisation. Zbl 1491.65045
Benning, Martin; Riis, Erlend Skaldehaug; Schönlieb, Carola-Bibiane
1
2020
Analysis of artifacts in shell-based image inpainting: why they occur and how to eliminate them. Zbl 1500.94003
Hocking, L. Robert; Holding, Thomas; Schönlieb, Carola-Bibiane
1
2020
Solving inverse problems using data-driven models. Zbl 1429.65116
Arridge, Simon; Maass, Peter; Öktem, Ozan; Schönlieb, Carola-Bibiane
117
2019
Deep learning as optimal control problems: models and numerical methods. Zbl 1429.68249
Benning, Martin; Celledoni, Elena; Ehrhardt, Matthias J.; Owren, Brynjulf; Schönlieb, Carola-Bibiane
18
2019
Linkage between piecewise constant Mumford-Shah model and Rudin-Osher-Fatemi model and its virtue in image segmentation. Zbl 1454.94012
Cai, Xiaohao; Chan, Raymond; Schönlieb, Carola-Bibiane; Steidl, Gabriele; Zeng, Tieyong
11
2019
Directional sinogram inpainting for limited angle tomography. Zbl 1407.92074
Tovey, Robert; Benning, Martin; Brune, Christoph; Lagerwerf, Marinus J.; Collins, Sean M.; Leary, Rowan K.; Midgley, Paul A.; Schönlieb, Carola-Bibiane
11
2019
Enhancing joint reconstruction and segmentation with non-convex Bregman iteration. Zbl 1448.94008
Corona, Veronica; Benning, Martin; Ehrhardt, Matthias J.; Gladden, Lynn F.; Mair, Richard; Reci, Andi; Sederman, Andrew J.; Reichelt, Stefanie; Schönlieb, Carola-Bibiane
6
2019
An anisotropic interaction model for simulating fingerprints. Zbl 1420.35436
Düring, Bertram; Gottschlich, Carsten; Huckemann, Stephan; Kreusser, Lisa Maria; Schönlieb, Carola-Bibiane
4
2019
Stability analysis of line patterns of an anisotropic interaction model. Zbl 1430.35026
Carrillo, José A.; Düring, Bertram; Kreusser, Lisa Maria; Schönlieb, Carola-Bibiane
4
2019
Anisotropic osmosis filtering for shadow removal in images. Zbl 1448.94030
Parisotto, Simone; Calatroni, Luca; Caliari, Marco; Schönlieb, Carola-Bibiane; Weickert, Joachim
3
2019
Partial differential equations and variational methods for geometric processing of images. Zbl 1476.49007
Buet, Blanche; Mirebeau, Jean-Marie; van Gennip, Yves; Desquilbet, François; Dreo, Johann; Barbaresco, Frédéric; Leonardi, Gian Paolo; Masnou, Simon; Schönlieb, Carola-Bibiane
1
2019
A total variation based regularizer promoting piecewise-Lipschitz reconstructions. Zbl 07808254
Burger, Martin; Korolev, Yury; Schönlieb, Carola-Bibiane; Stollenwerk, Christiane
1
2019
Stochastic primal-dual hybrid gradient algorithm with arbitrary sampling and imaging applications. Zbl 06951767
Chambolle, Antonin; Ehrhardt, Matthias J.; Richtárik, Peter; Schönlieb, Carola-Bibiane
37
2018
A variational model for joint motion estimation and image reconstruction. Zbl 1437.94009
Burger, Martin; Dirks, Hendrik; Schönlieb, Carola-Bibiane
14
2018
Variational image regularization with Euler’s elastica using a discrete gradient scheme. Zbl 1426.49031
Ringholm, Torbjørn; Lazić, Jasmina; Schönlieb, Carola-Bibiane
8
2018
Pattern formation of a nonlocal, anisotropic interaction model. Zbl 1383.35024
Burger, Martin; Düring, Bertram; Kreusser, Lisa Maria; Markowich, Peter A.; Schönlieb, Carola-Bibiane
7
2018
Inverse scale space decomposition. Zbl 1468.62352
Foged Schmidt, Marie; Benning, Martin; Schönlieb, Carola-Bibiane
7
2018
Blind image fusion for hyperspectral imaging with the directional total variation. Zbl 1481.94009
Bungert, Leon; Coomes, David A.; Ehrhardt, Matthias J.; Rasch, Jennifer; Reisenhofer, Rafael; Schönlieb, Carola-Bibiane
6
2018
Bilevel parameter learning for higher-order total variation regularisation models. Zbl 1425.94010
De los Reyes, J. C.; Schönlieb, C.-B.; Valkonen, T.
41
2017
Bilevel approaches for learning of variational imaging models. Zbl 1468.94014
Calatroni, Luca; Cao, Chung; de los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane; Vakonen, Tuomo
28
2017
Infimal convolution of data discrepancies for mixed noise removal. Zbl 1412.94005
Calatroni, Luca; De Los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane
27
2017
Learning optimal spatially-dependent regularization parameters in total variation image denoising. Zbl 1371.49018
van Chung, Cao; De Los Reyes, J. C.; Schönlieb, C. B.
21
2017
Graph clustering, variational image segmentation methods and Hough transform scale detection for object measurement in images. Zbl 1369.94019
Calatroni, Luca; van Gennip, Yves; Schönlieb, Carola-Bibiane; Rowland, Hannah M.; Flenner, Arjuna
13
2017
Discrete gradient methods for solving variational image regularisation models. Zbl 1371.94146
Grimm, V.; McLachlan, Robert I.; McLaren, David I.; Quispel, G. R. W.; Schönlieb, C.-B.
10
2017
Learning filter functions in regularisers by minimising quotients. Zbl 1489.68218
Benning, Martin; Gilboa, Guy; Grah, Joana Sarah; Schönlieb, Carola-Bibiane
4
2017
Introduction: Big data and partial differential equations. Zbl 1386.35008
2
2017
Guidefill: GPU accelerated, artist guided geometric inpainting for 3D conversion of film. Zbl 1451.94009
Hocking, L. Robert; MacKenzie, Russell; Schönlieb, Carola-Bibiane
1
2017
The structure of optimal parameters for image restoration problems. Zbl 1327.49063
De Los Reyes, J. C.; Schönlieb, C.-B.; Valkonen, T.
25
2016
Infimal convolution regularisation functionals of BV and \(\mathrm{L}^p\) spaces. I: The finite \(p\) case. Zbl 1342.49014
Burger, Martin; Papafitsoros, Konstantinos; Papoutsellis, Evangelos; Schönlieb, Carola-Bibiane
16
2016
A generalized model for optimal transport of images including dissipation and density modulation. Zbl 1348.94009
Maas, Jan; Rumpf, Martin; Schönlieb, Carola; Simon, Stefan
23
2015
Partial differential equation methods for image inpainting. Zbl 1335.94002
Schönlieb, Carola-Bibiane
21
2015
Analysis and application of a nonlocal Hessian. Zbl 1330.94010
Lellmann, Jan; Papafitsoros, Konstantinos; Schönlieb, Carola; Spector, Daniel
10
2015
Variational depth from focus reconstruction. Zbl 1408.94486
Moeller, Michael; Benning, Martin; Schönlieb, Carola; Cremers, Daniel
5
2015
A combined first and second order variational approach for image reconstruction. Zbl 1362.94009
Papafitsoros, K.; Schönlieb, C. B.
95
2014
Imaging with Kantorovich-Rubinstein discrepancy. Zbl 1308.49043
Lellmann, Jan; Lorenz, Dirk A.; Schönlieb, Carola; Valkonen, Tuomo
35
2014
Total variation regularization in measurement and image space for PET reconstruction. Zbl 1308.65214
Burger, M.; Müller, J.; Papoutsellis, E.; Schönlieb, C. B.
14
2014
Dynamic sampling schemes for optimal noise learning under multiple nonsmooth constraints. Zbl 1333.94008
Calatroni, Luca; De los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane
10
2014
ADI splitting schemes for a fourth-order nonlinear partial differential equation from image processing. Zbl 1279.65096
Calatroni, Luca; Düring, Bertram; Schönlieb, Carola-Bibiane
8
2014
Image denoising: learning the noise model via nonsmooth PDE-constrained optimization. Zbl 1283.49005
De los Reyes, Juan Carlos; Schönlieb, Carola-Bibiane
48
2013
Bregmanized domain decomposition for image restoration. Zbl 1308.94020
Langer, Andreas; Osher, Stanley; Schönlieb, Carola-Bibiane
14
2013
A primal-dual approach for a total variation Wasserstein flow. Zbl 1286.94012
Benning, Martin; Calatroni, Luca; Düring, Bertram; Schönlieb, Carola-Bibiane
5
2013
Regularized regression and density estimation based on optimal transport. Zbl 1318.62122
Burger, Martin; Franek, Marzena; Schönlieb, Carola-Bibiane
23
2012
Wavelet decomposition method for \(L_2\)/TV-image deblurring. Zbl 1259.65101
Fornasier, M.; Kim, Y.; Langer, A.; Schönlieb, C.-B.
7
2012
A high-contrast fourth-order PDE from imaging: numerical solution by ADI splitting. Zbl 1270.65046
Düring, Bertram; Schönlieb, Carola-Bibiane
3
2012
Unconditionally stable schemes for higher order inpainting. Zbl 1216.94016
Schönlieb, Carola-Bibiane; Bertozzi, Andrea
45
2011
A convergent overlapping domain decomposition method for total variation minimization. Zbl 1206.65170
Fornasier, Massimo; Langer, Andreas; Schönlieb, Carola-Bibiane
26
2010
Nonlocal higher order evolution equations. Zbl 1191.35063
Rossi, Julio D.; Schönlieb, Carola-Bibiane
2
2010
Cahn-Hilliard inpainting and a generalization for grayvalue images. Zbl 1180.49007
Burger, Martin; He, Lin; Schönlieb, Carola-Bibiane
69
2009
Subspace correction methods for total variation and \(\ell_1\)-minimization. Zbl 1203.65098
Fornasier, Massimo; Schönlieb, Carola-Bibiane
29
2009
Total variation minimization with an \(H^{-1}\) constraint. Zbl 1178.65072
Schönlieb, Carola-Bibiane
5
2009
The Willmore functional and instabilities in the Cahn-Hilliard equation. Zbl 1154.35009
Burger, Martin; Chu, Shun-Yin; Markowich, Peter A.; Schönlieb, Carola-Bibiane
3
2008
The best constant and extremals of the Sobolev embeddings in domains with holes: the \(L^{\infty }\) case. Zbl 1181.49006
Bonder, Julián Fernández; Rossi, Julio D.; Schönlieb, Carola-Bibiane
2
2008
An optimization problem related to the best Sobolev trace constant in thin domains. Zbl 1357.49027
Bonder, Julián Fernández; Rossi, Julio D.; Schönlieb, Carola-Bibiane
1
2008
all top 5

Cited by 1,211 Authors

45 Schönlieb, Carola-Bibiane
15 Burger, Martin
15 Laghrib, Amine
13 De los Reyes, Juan Carlos
12 Öktem, Ozan
12 Valkonen, Tuomo
11 Calatroni, Luca
10 Hadri, Aissam
10 Tai, Xuecheng
9 Arridge, Simon R.
9 Chang, Huibin
9 Lee, Chang-Ock
9 Schmitzer, Bernhard
9 Steidl, Gabriele
8 Chambolle, Antonin
8 Ehrhardt, Matthias Joachim
8 Hintermüller, Michael
8 Lv, Xiaoguang
8 Maass, Peter
8 Nachaoui, Mourad
8 Pereyra, Marcelo
8 Peyré, Gabriel
7 Bergmann, Ronny
7 Bungert, Leon
7 Fakih, Hussein
7 Fuchs, Martin
7 Huang, Ting-Zhu
7 Miranville, Alain M.
7 Park, Jongho
7 Pock, Thomas
7 Van Gennip, Yves
6 Afraites, Lekbir
6 Bildhauer, Michael
6 Celledoni, Elena
6 Debroux, Noémie
6 Duan, Yuping
6 Holler, Martin
6 Jung, Miyoun
6 Korolev, Yury M.
6 Liu, Jun
6 Masnou, Simon
6 Zhang, Xiaoqun
5 Benning, Martin
5 Bredies, Kristian
5 Cherfils, Laurence
5 Düring, Bertram
5 Elmoataz, Abderrahim
5 Han, Deren
5 Hauptmann, Andreas S.
5 Le Guyader, Carole
5 Osher, Stanley Joel
5 Papafitsoros, Konstantinos
5 Papafitsoros, Kostas
5 Petersen, Philipp Christian
5 Tenbrinck, Daniel
5 Wu, Chunlin
5 Zeng, Tie Yong
4 Cai, Xingju
4 Chen, Chong
4 Choi, Jae Kyu
4 De Bortoli, Valentin
4 Dong, Bin
4 Durmus, Alain
4 Gilboa, Guy
4 Hakim, Abdelilah
4 Halim, Abdul Hakim
4 Kang, Myungjoo
4 Kreusser, Lisa Maria
4 Kumar, Bayya Venkatesulu Rathish
4 Langer, Andreas
4 Lassas, Matti J.
4 Lellmann, Jan
4 Liang, Jingwei
4 Liu, Jun
4 McLachlan, Robert I.
4 Ng, Michael Kwok-Po
4 Ochs, Peter
4 Owren, Brynjulf
4 Papadakis, Nicolas
4 Parisotto, Simone
4 Prato, Marco
4 Rautenberg, Carlos N.
4 Richtárik, Peter
4 Santacesaria, Matteo
4 Santambrogio, Filippo
4 Scherzer, Otmar
4 Stoll, Martin
4 Theljani, Anis
4 Vese, Luminita A.
4 Vialard, François-Xavier
4 Wang, Si
4 Weickert, Joachim
4 Wirth, Benedikt
4 Ying, Lexing
4 Zhang, Hongchao
3 Alberti, Giovanni S.
3 Arndt, Clemens
3 Betcke, Marta M.
3 Bonettini, Silvia
3 Bosch, Jessica
...and 1,111 more Authors
all top 5

Cited in 151 Serials

80 SIAM Journal on Imaging Sciences
56 Inverse Problems
48 Journal of Mathematical Imaging and Vision
31 Inverse Problems and Imaging
29 Journal of Scientific Computing
14 Computers & Mathematics with Applications
14 SIAM Journal on Optimization
14 SIAM Journal on Scientific Computing
12 Computational Optimization and Applications
11 Journal of Computational and Applied Mathematics
10 Journal of Computational Physics
10 Applied Mathematics and Computation
10 SIAM Journal on Mathematical Analysis
8 Numerical Algorithms
8 SIAM Journal on Mathematics of Data Science
7 Mathematics of Computation
7 Applied Mathematics and Optimization
7 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
6 Journal of Mathematical Analysis and Applications
6 Applied Mathematical Modelling
6 Journal of Mathematical Sciences (New York)
6 Computational and Applied Mathematics
6 ETNA. Electronic Transactions on Numerical Analysis
6 Advances in Computational Mathematics
6 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
5 Journal of Optimization Theory and Applications
5 Foundations of Computational Mathematics
5 Journal of Machine Learning Research (JMLR)
5 Acta Numerica
5 Statistics and Computing
5 SIAM/ASA Journal on Uncertainty Quantification
4 Information Sciences
4 Journal of Differential Equations
4 SIAM Journal on Numerical Analysis
4 European Journal of Applied Mathematics
4 Multidimensional Systems and Signal Processing
4 International Journal of Computer Mathematics
4 Journal of Nonlinear Science
4 Applied and Computational Harmonic Analysis
4 Journal of Inverse and Ill-Posed Problems
4 Mathematical Problems in Engineering
4 Oberwolfach Reports
4 Inverse Problems in Science and Engineering
4 Discrete and Continuous Dynamical Systems. Series S
3 Mathematical Methods in the Applied Sciences
3 BIT
3 Numerische Mathematik
3 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
3 SIAM Review
3 Mathematical Programming. Series A. Series B
3 Calculus of Variations and Partial Differential Equations
3 Optimization Methods & Software
3 Nonlinear Analysis. Real World Applications
3 Research in the Mathematical Sciences
2 Applicable Analysis
2 Archive for Rational Mechanics and Analysis
2 Computer Methods in Applied Mechanics and Engineering
2 Jahresbericht der Deutschen Mathematiker-Vereinigung (DMV)
2 Journal of the Franklin Institute
2 Journal of Mathematical Biology
2 Nonlinearity
2 Numerical Functional Analysis and Optimization
2 Applied Numerical Mathematics
2 Japan Journal of Industrial and Applied Mathematics
2 Journal of Convex Analysis
2 Discrete and Continuous Dynamical Systems
2 Communications in Nonlinear Science and Numerical Simulation
2 Applied Sciences
2 Communications on Pure and Applied Analysis
2 Journal of Applied Mathematics and Computing
2 Multiscale Modeling & Simulation
2 Analysis and Applications (Singapore)
2 GAMM-Mitteilungen
2 Optimization Letters
2 Communications in Computational Physics
2 Numerical Mathematics: Theory, Methods and Applications
2 Mathematical Control and Related Fields
2 Journal of the Korean Society for Industrial and Applied Mathematics
2 Journal of the Operations Research Society of China
2 Journal of Computational Dynamics
2 Foundations of Data Science
2 Sampling Theory, Signal Processing, and Data Analysis
1 Computers and Fluids
1 Journal of Statistical Physics
1 Annals of the Institute of Statistical Mathematics
1 Bulletin of the London Mathematical Society
1 Journal of the American Statistical Association
1 Journal of Approximation Theory
1 Journal of Functional Analysis
1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
1 Ricerche di Matematica
1 SIAM Journal on Control and Optimization
1 Systems & Control Letters
1 Journal of Computational Mathematics
1 Statistical Science
1 Numerical Methods for Partial Differential Equations
1 Applied Mathematics Letters
1 The Journal of Geometric Analysis
1 Applications of Mathematics
1 Journal of Global Optimization
...and 51 more Serials
all top 5

Cited in 42 Fields

384 Numerical analysis (65-XX)
279 Computer science (68-XX)
279 Information and communication theory, circuits (94-XX)
184 Calculus of variations and optimal control; optimization (49-XX)
156 Operations research, mathematical programming (90-XX)
147 Partial differential equations (35-XX)
61 Biology and other natural sciences (92-XX)
59 Statistics (62-XX)
33 Operator theory (47-XX)
20 Probability theory and stochastic processes (60-XX)
16 Functional analysis (46-XX)
14 Mechanics of deformable solids (74-XX)
13 Linear and multilinear algebra; matrix theory (15-XX)
13 Statistical mechanics, structure of matter (82-XX)
12 Real functions (26-XX)
11 Harmonic analysis on Euclidean spaces (42-XX)
11 Fluid mechanics (76-XX)
10 General and overarching topics; collections (00-XX)
10 Combinatorics (05-XX)
10 Ordinary differential equations (34-XX)
9 Dynamical systems and ergodic theory (37-XX)
9 Optics, electromagnetic theory (78-XX)
8 Integral transforms, operational calculus (44-XX)
8 Differential geometry (53-XX)
8 Global analysis, analysis on manifolds (58-XX)
8 Geophysics (86-XX)
7 Mechanics of particles and systems (70-XX)
7 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
7 Systems theory; control (93-XX)
6 Measure and integration (28-XX)
6 Approximations and expansions (41-XX)
4 Integral equations (45-XX)
4 Classical thermodynamics, heat transfer (80-XX)
2 Difference and functional equations (39-XX)
2 Convex and discrete geometry (52-XX)
2 Quantum theory (81-XX)
1 History and biography (01-XX)
1 Group theory and generalizations (20-XX)
1 Functions of a complex variable (30-XX)
1 Potential theory (31-XX)
1 Special functions (33-XX)
1 General topology (54-XX)

Citations by Year

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