Fuzzy Kohonen Clustering Network for Color Image Segmentation

被引:0
|
作者
Jabbar, Nahla [1 ]
Ahson, S. I.
Mehrotra, Monica [1 ]
机构
[1] Jamia Millia Islamia, Dept Comp Sci, New Delhi, India
关键词
Color image processing; Segmentation; Clustering; FCM; Kohonen Neural Network;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, a Fuzzy Kohonen Clustering Network (FKCN) algorithm is proposed for color image segmentation. We study the ability of FKCN in color image segmentation; we compare the segmentation between a different color images. Experiments show that the proposed method can segment an image and robust performance to noise.
引用
收藏
页码:254 / 257
页数:4
相关论文
共 50 条
  • [1] A Noise-Resistant Fuzzy Kohonen Clustering Network Algorithm for Color Image Segmentation
    Lu, Bosheng
    Wei, Yuke
    Li, Jiangping
    [J]. ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 44 - +
  • [2] Histogram based fuzzy kohonen clustering network for image segmentation
    Atmaca, H
    Bulut, M
    Demir, D
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL II, 1996, : 951 - 954
  • [3] Texture segmentation using intensified fuzzy Kohonen clustering network
    Liu, D
    Tang, YG
    Guan, XP
    [J]. ADVANCES IN NATURAL COMPUTATION, PT 2, PROCEEDINGS, 2005, 3611 : 75 - 80
  • [4] Kohonen clustering networks with fuzzy selective multiresolution for intensity image segmentation
    Hu, Shiying
    Zhou, Yuanhua
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 1999, 27 (10): : 34 - 37
  • [5] Applying fuzzy clustering method to color image segmentation
    Sakarya, Omer
    [J]. PROCEEDINGS OF THE 2015 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2015, 5 : 1049 - 1054
  • [6] An Approach of Color Image Segmentation Based on Fuzzy Clustering
    Zhang, Shenhua
    [J]. 2014 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), VOLS 1-2, 2014, : 166 - 170
  • [7] Fast color image segmentation using fuzzy clustering
    Lambert, P
    Grecu, H
    [J]. CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 527 - 528
  • [8] A Multivariate Fuzzy Kohonen Clustering Network
    Cavalcanti, Rodrigo B. De C.
    Pimentel, Bruno A.
    De Almeida, Carlos W. D.
    De Souza, Renata M. C. R.
    [J]. 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [9] New fuzzy Kohonen clustering network
    Hu, Weidong
    Yu, Wenxian
    Guo, Guirong
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 1998, 26 (03): : 117 - 119
  • [10] Color tongue image segmentation using Fuzzy Kohonen Networks and Genetic Algorithm
    Wang, AM
    Shen, LS
    Zhao, ZX
    [J]. APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN IMAGE PROCESSING V, 2000, 3962 : 182 - 190