Isotropic Super-Resolution for EM

Type
Component
Author
Heinrich Larissa
Bogovic John orcid.org/0000-0002-4829-9457
Saalfeld Stephan orcid.org/0000-0002-4106-1761
Requires
Tensorflow
Keras
Execution Platform
Linux
Mac
Windows
Implementation Type
library
Programming Language
Python
Supported image dimension
3D
Interaction Level
Automated
Manual
License/Openness
Free and open source
License
GPL
Description

Super-resolve anisotropic EM data along low-res axis with deep learning.

 

has function
Image enhancement
has topic
Electron microscopy
Focused ion beam scanning electron microscopy
Machine learning
Additional keywords
super resolution
deep learning
Post date
01/30/2018 - 16:57
Last modified
04/29/2023 - 11:24
Download Page
https://github.com/saalfeldlab/em-superresolution-keras
Reference Publication Link
Heinrich et al. "Deep Learning for Isotropic Super-Resolution from Non-Isotropi…