jiahaooo/decoupling-microscopy

decoupling-microscopy-jiahao

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}
}