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Image Segmentation Quality Scores

version 1.1.2 (1.69 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 02 Jul 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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Please cite the following papers:
1. Dang N. H. Thanh, Dvoenko Sergey, V. B. Surya Prasath, Nguyen Hoang Hai. BLOOD VESSELS SEGMENTATION METHOD FOR RETINAL FUNDUS IMAGES BASED ON ADAPTIVE PRINCIPAL CURVATURE AND IMAGE DERIVATIVE OPERATORS. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2/W12, 211-218, 2019. DOI: 10.5194/isprs-archives-XLII-2-W12-211-2019

2. Dang N. H. Thanh, Erkan Uğur, V. B. Surya Prasath, Vivek Kumar, Nguyen Ngoc Hien. A Skin Lesion Segmentation Method for Dermoscopic Images Based on Adaptive Thresholding with Normalization of Color Models. IEEE 2019 6th International Conference on Electrical and Electronics Engineering, Istanbul, 2019.

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, Specitivity] = 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

Updates

1.1.2

Update papers relating to this program.

1.1.1

Typos correction

1.1.0

Add Specitivity score.

1.0.9

Update description

1.0.8

Update description

1.0.7

Update source code

1.0.6

Update source code

1.0.5

Update sources

1.0.4

Update sources

1.0.3

Update personal site link

1.0.2

Update description

1.0.1

Fix the description

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