Segmentation using fuzzy divergence

被引:79
作者
Chaira, T [1 ]
Ray, AK [1 ]
机构
[1] Indian Inst Technol, Dept Elect & Elect Commun Engn, Kharagpur 721302, W Bengal, India
关键词
gamma distribution; divergence; membership function; thresholding;
D O I
10.1016/S0167-8655(03)00007-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new image thresholding method using fuzzy divergence is proposed here. Gamma distribution is used for determining the membership function of the pixels of an image. The proposed technique minimizes the fuzzy divergence or the separation between the actual and the ideal thresholded image. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1837 / 1844
页数:8
相关论文
共 12 条
  • [1] Minimum cross-entropy threshold selection
    Brink, AD
    Pendock, NE
    [J]. PATTERN RECOGNITION, 1996, 29 (01) : 179 - 188
  • [2] Image segmentation using fuzzy homogeneity criterion
    Cheng, HD
    Chen, CH
    Chiu, HH
    [J]. INFORMATION SCIENCES, 1997, 98 (1-4) : 237 - 262
  • [3] Distance measure and induced fuzzy entropy
    Fan, JL
    Xie, WX
    [J]. FUZZY SETS AND SYSTEMS, 1999, 104 (02) : 305 - 314
  • [4] IMAGE THRESHOLDING BY MINIMIZING THE MEASURES OF FUZZINESS
    HUANG, LK
    WANG, MJJ
    [J]. PATTERN RECOGNITION, 1995, 28 (01) : 41 - 51
  • [5] A NEW METHOD FOR GRAY-LEVEL PICTURE THRESHOLDING USING THE ENTROPY OF THE HISTOGRAM
    KAPUR, JN
    SAHOO, PK
    WONG, AKC
    [J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1985, 29 (03): : 273 - 285
  • [6] THRESHOLD SELECTION METHOD FROM GRAY-LEVEL HISTOGRAMS
    OTSU, N
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1979, 9 (01): : 62 - 66
  • [7] ENTROPY - A NEW DEFINITION AND ITS APPLICATIONS
    PAL, NR
    PAL, SK
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1991, 21 (05): : 1260 - 1270
  • [8] SPECTRAL FUZZY-SETS AND SOFT THRESHOLDING
    PAL, SK
    DASGUPTA, A
    [J]. INFORMATION SCIENCES, 1992, 65 (1-2) : 65 - 97
  • [9] Quantitative fuzzy measures threshold selection
    Ramar, K
    Arumugam, S
    Sivanandam, SN
    Ganesan, L
    Manimegalai, D
    [J]. PATTERN RECOGNITION LETTERS, 2000, 21 (01) : 1 - 7
  • [10] Threshold selection using Renyi's entropy
    Sahoo, P
    Wilkins, C
    Yeager, J
    [J]. PATTERN RECOGNITION, 1997, 30 (01) : 71 - 84