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1908.09414
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CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry
IEEE Transactions on Computational Imaging (TCI), 2019
26 August 2019
Sungjun Lim
Hyoungjun Park
Sang-Eun Lee
Sunghoe Chang
J. C. Ye
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Papers citing
"CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry"
17 / 17 papers shown
Recent Advancements in Microscopy Image Enhancement using Deep Learning: A Survey
Debasish Dutta
Neeharika Sonowal
Risheraj Barauh
Deepjyoti Chetia
Sanjib Kr Kalita
103
0
0
18 Sep 2025
Self-Supervised Single-Image Deconvolution with Siamese Neural Networks
Mikhail Papkov
K. Palo
L. Parts
116
1
0
18 Aug 2023
Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI
Gyutaek Oh
Won-Jin Moon
J. C. Ye
MedIm
103
1
0
07 Jun 2023
Tunable Image Quality Control of 3-D Ultrasound using Switchable CycleGAN
Jaeyoung Huh
Shujaat Khan
S. Choi
Dongkuk Shin
Eunha Lee
Jong Chul Ye
MedIm
182
1
0
06 Dec 2021
Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the Future
Progress in Biomedical Engineering (PBE), 2021
Andreas K. Maier
Harald Kostler
M. Heisig
P. Krauss
S. Yang
MedIm
261
36
0
10 Aug 2021
Semi- and Self-Supervised Multi-View Fusion of 3D Microscopy Images using Generative Adversarial Networks
Canyu Yang
Dennis Eschweiler
Johannes Stegmaier
3DPC
MedIm
143
4
0
05 Aug 2021
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement
IEEE Signal Processing Magazine (IEEE SPM), 2021
Mehmet Akccakaya
Burhaneddin Yaman
Hyungjin Chung
Jong Chul Ye
MedIm
327
65
0
17 May 2021
Deep learning enables reference-free isotropic super-resolution for volumetric fluorescence microscopy
Nature Communications (Nat Commun), 2021
Hyoungjun Park
Myeongsu Na
Bumju Kim
Soohyung Park
Ki Hean Kim
Sunghoe Chang
Jong Chul Ye
SupR
MedIm
157
54
0
19 Apr 2021
Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising
IEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2021
Taesung Kwon
Jong Chul Ye
MedIm
263
42
0
17 Apr 2021
Missing Cone Artifacts Removal in ODT using Unsupervised Deep Learning in Projection Domain
IEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2021
Hyungjin Chung
Jaeyoung Huh
Geon Kim
Y. Park
Jong Chul Ye
201
19
0
16 Mar 2021
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN
Gyutaek Oh
Hyokyoung Bae
Hyun-Seo Ahn
Sung-Hong Park
J. C. Ye
MedIm
297
5
0
07 Dec 2020
Learning an optimal PSF-pair for ultra-dense 3D localization microscopy
E. Nehme
Boris Ferdman
Lucien E. Weiss
Tal Naor
Daniel Freedman
T. Michaeli
Y. Shechtman
202
5
0
29 Sep 2020
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN
IEEE Transactions on Computational Imaging (TCI), 2020
Gyutaek Oh
Byeongsu Sim
Hyungjin Chung
Leonard Sunwoo
J. C. Ye
OOD
MedIm
220
74
0
29 Aug 2020
Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN
Junghyun Lee
Jawook Gu
J. C. Ye
OOD
MedIm
207
5
0
07 Jul 2020
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal
Shujaat Khan
Jaeyoung Huh
J. C. Ye
205
2
0
26 Jun 2020
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution
Eunju Cha
Hyungjin Chung
E. Kim
J. C. Ye
MedIm
159
0
0
29 Mar 2020
Estimation of Wasserstein distances in the Spiked Transport Model
Bernoulli (Bernoulli), 2019
Jonathan Niles-Weed
Philippe Rigollet
201
112
0
16 Sep 2019
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