Classification Performance of Image segmentation b
2016-08-23
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Evaluation of TwoMethods
The two methods used for evaluation of performance are asfollows:
a) Image Segmentation of Gray scale image by K-Means (K=3)
b) Image segmentation by setting two values forintensity threshold.
In both the above mentioned methods, our ground truth is thegray image which we have segmented manually before applying either of the two methods.
ImplementationDetails:
Kmeans_file.m is the main file which needs to be executed toget the desired output. It contains various other files such as: get_class.m,Acc_Mat.m, threshold_method.m and ROC.m whose implementation is shown below. Here,in K-means, we have
matlab
分类
分割
图像
性能
KMeans
方法
阈值
强度
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