DETECTION OF CLUSTERS OF DISTINCT GEOMETRY - A STEP TOWARDS GENERALIZED FUZZY CLUSTERING

被引:2
作者
JAWAHAR, CV
BISWAS, PK
RAY, AK
机构
[1] Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology, Kharagpur
关键词
FUZZY SETS; CLUSTERING; FUZZY PARTITION SPACE;
D O I
10.1016/0167-8655(95)00036-G
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a method of identification of clusters even if they are of distinctly different geometrical categories. An optimal fuzzy partition is achieved by minimisation of a modified objective function. This technique is an elegant one and works well in segmentation of 3-D images.
引用
收藏
页码:1119 / 1123
页数:5
相关论文
共 5 条
[1]  
Bezdek J.C., 2013, PATTERN RECOGN
[2]  
BEZDEK JC, 1976, IEEE T SYST MAN CYB, V6, P387
[3]   DETECTION AND CHARACTERIZATION OF CLUSTER SUBSTRUCTURE .1. LINEAR STRUCTURE - FUZZY C-LINES [J].
BEZDEK, JC ;
CORAY, C ;
GUNDERSON, R ;
WATSON, J .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1981, 40 (02) :339-357
[4]   GENERALIZED FUZZY C-SHELLS CLUSTERING AND DETECTION OF CIRCULAR AND ELLIPTIC BOUNDARIES [J].
DAVE, RN .
PATTERN RECOGNITION, 1992, 25 (07) :713-721
[5]   THE FUZZY C QUADRIC SHELL CLUSTERING-ALGORITHM AND THE DETECTION OF 2ND-DEGREE CURVES [J].
KRISHNAPURAM, R ;
FRIGUI, H ;
NASRAOUI, O .
PATTERN RECOGNITION LETTERS, 1993, 14 (07) :545-552