/Decoupling-Microscopy

Deep learning–enhanced fluorescence microscopy via degeneration decoupling

Primary LanguageMATLAB

Deep learning–enhanced fluorescence microscopy via degeneration decoupling

This is an implementation of the article Deep learning–enhanced fluorescence microscopy via degeneration decoupling on matlab, matconvnet.

Preparation

Prerequisites

  • matlab（tested on matlab17a）
  • matconvnet：please reference the official installation instructions to install it

Get Starts

run demo_simulation_study.m

run demo_deconvtirf_beads.m

run demo_deconvtirf_HUVEC_488.m

run demo_deconvtirf_HEK293_561.m

Citation

@article{Decoupling-Microscopy
    Author = {Jiahao Liu, Xiaoshuai Huang, Liangyi Chen*, Shan Tan*},
    Title = {Deep learning–enhanced fluorescence microscopy via degeneration decoupling},
    Journal = {Optics Express},
    Year = {2020}
}

There may be something wrong and I cannot upload code in this project for the time being. Click https://github.com/jiahaooo/decoupling-microscopy-jiahao to get the source code.