Skip to content

PranavPKS/unsupervised-approach-overlapping

Repository files navigation

An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation

https://goo.gl/dWzqcX

Use:

  • The "CytoScriptExample.m" was used for train set cell segmentation. It saves the 'CytoGroundTruth.mat' and 'SegmentationResult.mat' in current folder 'CytoGroundTruth.mat' : contains the segmented ground truth of cytoplasm 'SegmentationResult.mat': contains the segmentation results.
  • The "CytoScriptExampleTestingset.m" was used for test set cell segmentation

Function Details: fstack_mod.m - takes the path of the image stack and returns the EDF image. getCytoplasmGT.m - returns the cytoplasm ground truth preProcess.m - prepares the EDF images for processing ReadImgs.m - read all images present in a folder cytoplasmSegmentLSM.m-for cytoplasm segmentation myotsuSTw1.m - otsu thresholding with prior probability of one class cropRegion.m - crop a rectangular region from image addBorder.m - to add appropriate border in the image

About

IIT Kharagpur second project using MATLAB

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages