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Image Segmentation Quality Scores

version 1.0.9 (1.67 KB) by Dang N. H. Thanh
Let you evaluate the image segmentation quality scores, such TP, FP, TN, FN, Accuracy, Sensitivity, Precision, MCC, Dice, Jaccard

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Updated 17 Apr 2019

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Image Segmentation Quality Scores
Let you evaluate the image segmentation quality scores, such TP, FP, TN, FN, Accuracy, Sensitivity, Precision, MCC, Dice, Jaccard
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Copyright 2019 by Dang N. H. Thanh. Email: thanh.dnh.cs@gmail.com
Website: https://sites.google.com/view/crx/sdm
You need to install the statistics and Image Processing toolboxes
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For the full reference of the scores, you can read here https://en.wikipedia.org/wiki/Precision_and_recall#Recall

HOW TO USE:
Launch two images: a ground truth segmentation image A and an acquired segmented image B:
A = imread('groundtruth.png');
B = imread('segmented.png');

And call the function - EvaluateImageSegmentationScores:
[Accuracy, Sensitivity, Fmeasure, Precision, MCC, Dice, Jaccard] = EvaluateImageSegmentationScores(A, B)

Cite As

Dang N. H. Thanh (2019). Image Segmentation Quality Scores (https://www.mathworks.com/matlabcentral/fileexchange/71221-image-segmentation-quality-scores), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (1)

Jackie

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MATLAB Release Compatibility
Created with R2019a
Compatible with R2016a to any release
Platform Compatibility
Windows macOS Linux

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