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- Currently displaying 141 - 160 of 277 publications
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)
Accelerating variance-reduced stochastic gradient methods
– Mathematical Programming
(2020)
191,
671
(doi: 10.1007/s10107-020-01566-2)
iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse Problems
– 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP)
(2020)
2020-September,
1
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
(2020)
(doi: 10.48550/arxiv.2008.06388)
Exploiting the Logits: Joint Sign Language Recognition and Spell-Correction
– 2020 25th International Conference on Pattern Recognition (ICPR)
(2020)
00,
5246
Tomographic reconstruction with spatially varying parameter selection
– Inverse Problems
(2020)
36,
054002
(doi: 10.1088/1361-6420/ab72d4)
Optical flow analysis reveals that Kinesin-mediated advection impacts the orientation of microtubules in the Drosophila oocyte.
– Molecular Biology of the Cell
(2020)
31,
1246
(doi: 10.1091/mbc.e19-08-0440)
Variational Osmosis for Non-Linear Image Fusion
– IEEE Transactions on Image Processing
(2020)
abs/1910.02012,
5507
(doi: 10.1109/tip.2020.2983537)
Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning
– Scientific Reports
(2020)
10,
5619
(doi: 10.1038/s41598-020-62329-9)
Exploiting prior knowledge about biological macromolecules in cryo-EM structure determination
(2020)
2020.03.25.007914
(doi: 10.1101/2020.03.25.007914)
Higher-Order Total Directional Variation: Analysis.
– SIAM J. Imaging Sci.
(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)
A Variational Model Dedicated to Joint Segmentation, Registration, and Atlas Generation for Shape Analysis
– SIAM Journal on Imaging Sciences
(2020)
13,
351
(doi: 10.1137/19m1271907)
A hybrid analytical-numerical algorithm for determining the neuronal current via electroencephalography
– Journal of the Royal Society Interface
(2020)
17,
20190831
(doi: 10.1098/rsif.2019.0831)
Bregman Itoh--Abe methods for sparse optimisation
– Journal of Mathematical Imaging and Vision
(2020)
62,
842
(doi: 10.1007/s10851-020-00944-x)
3D Segmentation of Trees through a Flexible Multiclass Graph Cut Algorithm
(2020)
(doi: 10.1109/TGRS.2019.2940146)
Three-dimensional Segmentation of Trees Through a
Flexible Multi-Class Graph Cut Algorithm (MCGC)
– IEEE Transactions on Geoscience and Remote Sensing
(2020)
58,
754
(doi: 10.1109/TGRS.2019.2940146)
A multi-contrast MRI approach to thalamus segmentation.
– Human brain mapping
(2020)
41,
2104
(doi: 10.1002/hbm.24933)
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)
Improving a Stochastic Algorithm for Regularized PET Image Reconstruction
– 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference NSS Mic 2020
(2020)
00,
1