基于模糊C-均值聚类的遥感影像分类

In order to solve the problem of the classification of remote sensing image, fuzzy C-Means Clustering are adopted to finish the unsupervised classification of remote sensing image based on Matlab. Fuzzy C-Means Clustering algorithm is introduced first and according to the algorithm above, fuzzy classifier is established to realize the classification of the remote sensing image. Then the classified image is outputted and the precision of classification result is assessed with Confusion-Matrix. The result of accuracy assessment shows that the classification method gets a comparatively good precision.