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ADMM_3D_deconvolution

This repository contains a demonstration of 3D deconvolution using ADMM algorithm.

Run the script of

Main_demo.m 

to test the 3D deconvolution using ADMM algorithm.

Loading dictionary matrix

The first step is to load the data containing the dictionary matrix contining different PSFs at different depthes. In the code the dictionary matrix dimension is 96X96X21, which means it contains 21 different layers. Here we only show 7 different layers in low resolution.

Raw img

Loading 2D images to be recovered

The second step is to load the 2D raw data containing the PSFs at different layers.

Raw img

3D Deconvolution from 2D image

The final step is to deconvolve the 2D image using 3D matrix; extracting information from additional dimension.

Raw img

About

Our labs personal ADMM recovery algorithm. Please cite DOI: 10.1038/srep30826 if using.

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