An Improved FCM Algorithm For Image Segmentation

In this paper, a fuzzy clustering method based on high-dimensional feature vector and the pyramid is presented for image segmentation. The three-dimensional features and Multi-resolution Analysis of the clustering segmentation method is given by considering gray-scale information of the image pixel and its neighborhood space-related information. Experimental results show that the method not only run faster, but also has better segmentation results in the case of the image with Gaussian noise.