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- Currently displaying 1 - 20 of 186 publications
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution.
– Medical image analysis
(2020)
68,
101941
(DOI: 10.1016/j.media.2020.101941)
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction.
– Med Image Anal
(2020)
68,
101930
(DOI: 10.1016/j.media.2020.101930)
Compressed sensing plus motion (CS + M): A new perspective for improving undersampled MR image reconstruction
– Medical image analysis
(2020)
68,
101933
(DOI: 10.1016/j.media.2020.101933)
Variational regularisation for inverse problems with imperfect forward operators and general noise models
– CoRR
(2020)
36,
125014
(DOI: 10.1088/1361-6420/abc531)
Data driven regularization by projection
– Inverse Problems
(2020)
36,
125009
(DOI: 10.1088/1361-6420/abb61b)
Learning the Sampling Pattern for MRI.
– IEEE transactions on medical imaging
(2020)
39,
4310
(DOI: 10.1109/TMI.2020.3017353)
Structural analysis of an $L$-infinity variational problem and relations
to distance functions
– Pure and Applied Analysis
(2020)
2,
703
(DOI: 10.2140/paa.2020.2.703)
Scanning electron diffraction tomography of strain
– Inverse Problems
(2020)
37,
015003
(DOI: 10.1088/1361-6420/abc961)
Preface for the special issue 'Variational methods and effective algorithms for imaging and vision'
– Inverse Problems
(2020)
36,
110401
(DOI: 10.1088/1361-6420/abb8e9)
The GraphNet Zoo: An All-in-One Graph Based Deep Semi-supervised Framework for Medical Image Classification
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2020)
12443,
187
(DOI: 10.1007/978-3-030-60365-6_18)
Accelerating variance-reduced stochastic gradient methods
– Mathematical Programming
(2020)
1
(DOI: 10.1007/s10107-020-01566-2)
iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse Problems
– IEEE International Workshop on Machine Learning for Signal Processing, MLSP
(2020)
00,
1
Multilevel Sequential Importance Sampling for Rare Event Estimation
– SIAM Journal on Scientific Computing
(2020)
42,
A2062
(DOI: 10.1137/19m1289601)
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification
– IEEE Transactions on Geoscience and Remote Sensing
(2020)
58,
4180
(DOI: 10.1109/tgrs.2019.2961599)
Optical flow analysis reveals that Kinesin-mediated advection impacts the orientation of microtubules in the Drosophila oocyte.
– Mol Biol Cell
(2020)
31,
1246
(DOI: 10.1091/MBC.E19-08-0440)
Tomographic reconstruction with spatially varying parameter selection
– Inverse Problems
(2020)
36,
054002
(DOI: 10.1088/1361-6420/ab72d4)
Variational Osmosis for Non-linear Image Fusion.
– IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
(2020)
29,
5507
(DOI: 10.1109/TIP.2020.2983537)
Higher-Order Total Directional Variation: Analysis.
– SIAM Journal on Imaging Sciences
(2020)
13,
474
(DOI: 10.1137/19M1239210)
Analysis of Artifacts in Shell-Based Image Inpainting: Why They Occur and How to Eliminate Them
– Foundations of Computational Mathematics
(2020)
20,
1549
(DOI: 10.1007/s10208-020-09450-3)
On the Well-posedness of Bayesian Inverse Problems
– SIAM-ASA Journal on Uncertainty Quantification
(2020)
8,
451
(DOI: 10.1137/19M1247176)