%0 Journal Article
%T Color image segmentation based on the principle of maximum degree of membership<br>基于最大隶属度原则的彩色图像分割方法
%A Liang Yan-Mei
%A Zhai Hong-Chen
%A Chang Sheng-Jiang
%A Zhang Si-Yuan
%A <br>梁艳梅
%A 翟宏琛
%A 常胜江
%A 张思远
%J 物理学报
%D 2003
%I 
%X A new approach of color image segmentation based on the principle of MDM(maximum degree of membership)for fuzzy pattern recognition is reported in this paper. The colors of target and background obtained from the color histogram of the color image can be used to set some color fuzzy-sets, to which, based on the principle of MDM, the degrees of membership of colors of all pixels in the image in these fuzzy sets are calculated to determine their memberships. A MDM-radial basis function neural network is implemented to segment color images with higher speed and efficiency.
%K principle of maximum degree of membership
%K color image segmentation
%K color histogram
%K neural network<br>最大隶属度原则，
%K 彩色图像分割，
%K 彩色直方图，
%K 神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=6E709DC38FA1D09A4B578DD0906875B5B44D4D294832BB8E&cid=47EA7CFDDEBB28E0&jid=29DF2CB55EF687E7EFA80DFD4B978260&aid=C0C6E4609D2DACB6&yid=D43C4A19B2EE3C0A&vid=286FB2D22CF8D013&iid=708DD6B15D2464E8&sid=A808A3BE66628A26&eid=FA0A5F1F767C1320&journal_id=1000-3290&journal_name=物理学报&referenced_num=6&reference_num=9