Weighted Reliability FCOM Algorithm for Miao Costume Image Segmentation
Aiming at the problems of unclear preservation,creases and stains in Miao clothing image,a weighted reliability fuzzy C ordered mean clustering algorithm is proposed in this paper.Firstly,the reliability of data sample points is analyzed by combining sorting technology,loss function and pixel data typicality to ensure the robustness and robustness of the algo-rithm.Secondly,a set of weighted hyperparameters is introduced to simplify the complexity of the algorithm and improve the flexibility of the algorithm.Finally,a new membership degree constraint function is introduced,and a new objective function is constructed to make a more mandatory and clear division of data items.Experimental results show that the algorithm is supe-rior to other FCM algorithms in terms of fuzzy partition coefficient,fuzzy partition entropy and Xie-Beni coefficient.
万方数据
维普
