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Single-slice structured illumination microscopy (SIM) reconstruction algorithm based on an inner-loop-free ADMM. This method enables the estimation of the out-of-focus signal that usually affects the reconstructions obtained from 2D acquisitions.

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esoubies/SIM_Reconstruction

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SIM_Reconstruction

Description

Structured illumination microscopy (SIM) reconstruction algorithm with computational sectioning. More details can be found in the following paper:

[1] Computational Super-Sectioning for Single-Slice Structured Illumination Microscopy.,
IEEE Transactions on Computational Imaging, vol. 5 no. 2, pp. 240-250, 2019.
E. Soubies, and M. Unser.

Requirements

The code requires the GlobalBioIm library v1.1.2 (or more recent releases)
https://biomedical-imaging-group.github.io/GlobalBioIm/

Repository content

The repository is organized as follows.

  • The script SimScript2D.m contains the main code of the method proposed in [1].
  • The script SimuSIM2D.m allows to generate 2D-SIM data (used in ScriptSimuExample.m).
  • The script ScriptFig3.m reproduces the Figure 3 of [1].
  • The script ScriptSimuExample.m is an example on a small simulated example without out-of-focus signal.
  • The script ScriptRealExample.m is an example on the real SIM data located within the folder Data/.
  • The script ScriptPatternFromFairSIM.m provides an example on how to generate images of the patterns given the xml file that can be obtained with FairSIM
  • Folder Data contains raw-SIM data with corresponding (estimated) PSF and patterns generated as explained in ScriptPatternFromFairSIM.m
  • Folder Utils contains auxilliary functions

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Single-slice structured illumination microscopy (SIM) reconstruction algorithm based on an inner-loop-free ADMM. This method enables the estimation of the out-of-focus signal that usually affects the reconstructions obtained from 2D acquisitions.

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