Fast color image segmentation using fuzzy clustering

被引：0
|
作者：
Lambert, P [1 ]
Grecu, H [1 ]
机构：
[1] Univ Savoie, Savoie, France
来源：
CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS | 2002年
关键词：
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 paper we focus on the problem of image segmentation by color clustering. We present a robust agglomerating clustering algorithm based on cluster validity criteria derived from fuzzy partitions. The result is a simplified segmentation having a small number of large regions. The interest of the proposed method is that it requires a single parameter and that the computational complexity is very low.
引用
收藏
页码：527 / 528
页数：2
相关论文
共 50 条
  • [41] Image Guided Fuzzy Clustering for Image Segmentation
    Guo, Li
    Chen, Long
    Chen, C. L. Philip
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 4271 - 4276
  • [42] Fuzzy C-clustering based on KL transforming for color image segmentation
    Zhang, XY
    Zhu, QS
    Ge, L
    [J]. Proceedings of the 11th Joint International Computer Conference, 2005, : 964 - 967
  • [43] Multiobjective fuzzy clustering with multiple spatial information for Noisy color image segmentation
    Hanqiang Liu
    Feng Zhao
    [J]. Applied Intelligence, 2021, 51 : 5280 - 5298
  • [44] Color image segmentation using density-based clustering
    Ye, QX
    Gao, W
    Zeng, W
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING SIGNAL, PROCESSING EDUCATION, 2003, : 345 - 348
  • [45] A robust image segmentation method using hierarchical color clustering
    He, Jijun
    Zheng, Jinjin
    Guo, Yutang
    Shen, Yuan
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING (ICIIP'16), 2016,
  • [46] Color image segmentation using multi-scale clustering
    Kehtarnavaz, N
    Monaco, J
    Nimtschek, J
    Weeks, A
    [J]. 1998 IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION, 1998, : 142 - 147
  • [47] Color image segmentation using density-based clustering
    Ye, QX
    Gao, W
    Zeng, W
    [J]. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL II, PROCEEDINGS, 2003, : 401 - 404
  • [48] Color image segmentation using adaptive unsupervised clustering approach
    Tan, Khang Siang
    Isa, Nor Ashidi Mat
    Lim, Wei Hong
    [J]. APPLIED SOFT COMPUTING, 2013, 13 (04) : 2017 - 2036
  • [49] A clustering fuzzy approach for image segmentation
    Cinque, L
    Foresti, G
    Lombardi, L
    [J]. PATTERN RECOGNITION, 2004, 37 (09) : 1797 - 1807
  • [50] FUZZY CLUSTERING FOR IMAGE SEGMENTATION USING GENERIC SHAPE INFORMATION
    Ali, M. Ameer
    Karmakar, Gour C.
    Dooley, Laurence S.
    [J]. MALAYSIAN JOURNAL OF COMPUTER SCIENCE, 2008, 21 (02) : 122 - 138
12345