Denoisereg: Unsupervised Joint Denoising and Registration of Time-Lapse Live Cell Microscopy Images Using Deep Learning
Author:
Affiliation:
1. Heidelberg University and DKFZ,Biomedical Computer Vision Group, BioQuant, IPMB,Germany
2. Technical University of Darmstadt,Cell Biology and Epigenetics,Department of Biology,Germany
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9761376/9761399/09761507.pdf?arnumber=9761507
Reference19 articles.
1. VoxelMorph: A Learning Framework for Deformable Medical Image Registration
2. Denoising of Microscopy Images: A Review of the State-of-the-Art, and a New Sparsity-Based Method
3. Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images
4. Deformed2Self: Self-supervised Denoising for Dynamic Medical Imaging
5. MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth;gan,2021
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