CGFFCM: Cluster-weight and Group-local Feature-weight learning in Fuzzy C-Means clustering algorithm for color image segmentation [Formula presented]

被引:0
|
作者
Golzari Oskouei, Amin [1 ,2 ]
Hashemzadeh, Mahdi [1 ,2 ]
Asheghi, Bahareh [1 ,2 ]
Balafar, Mohammad Ali [3 ]
机构
[1] Faculty of Information Technology and Computer Engineering, Azarbaijan Shahid Madani University, Tabriz, Iran
[2] Artificial Intelligence and Machine Learning Research Laboratory, Azarbaijan Shahid Madani University, Tabriz, Iran
[3] Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Iran
关键词
Cluster weighting - Clusterings - Colour image segmentation - Feature weighting - Fuzzy-c means - Group-local feature weighting - Image features - Images segmentations - Local feature weighting - Performance;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] A fast fuzzy c-means algorithm for color image segmentation
    Le Capitaine, Hoel
    Frelicot, Carl
    PROCEEDINGS OF THE 7TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-2011) AND LFA-2011, 2011, : 1074 - 1081
  • [22] An Edge Sensing Fuzzy Local Information C-Means Clustering Algorithm for Image Segmentation
    Wang, Xinning
    Lin, Xiangbo
    Yuan, Zhen
    INTELLIGENT COMPUTING METHODOLOGIES, 2014, 8589 : 230 - 240
  • [23] Color Image Segmentation Using Kernalized Fuzzy C-means Clustering
    Mahajan, Sneha M.
    Dubey, Yogita K.
    2015 FIFTH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT2015), 2015, : 1142 - 1146
  • [24] Fuzzy C-Means Clustering with Spatial Information for Color Image Segmentation
    Jaffar, M. Arfan
    Naveed, Nawazish
    Ahmed, Bilal
    Hussain, Ayyaz
    Mirza, Anwar M.
    2009 THIRD INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, 2009, : 136 - 141
  • [25] A feature-weighted suppressed possibilistic fuzzy c-means clustering algorithm and its application on color image segmentation
    Yu, Haiyan
    Jiang, Lerong
    Fan, Jiulun
    Xie, Shuang
    Lan, Rong
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 241
  • [26] A feature-weighted suppressed possibilistic fuzzy c-means clustering algorithm and its application on color image segmentation
    Yu, Haiyan
    Jiang, Lerong
    Fan, Jiulun
    Xie, Shuang
    Lan, Rong
    Expert Systems with Applications, 2024, 241
  • [27] Neighbourhood weighted fuzzy c-means clustering algorithm for image segmentation
    Zhao Zaixin
    Cheng Lizhi
    Cheng Guangquan
    IET IMAGE PROCESSING, 2014, 8 (03) : 150 - 161
  • [28] Developing Modified Fuzzy C-Means Clustering Algorithm for Image Segmentation
    Aljebory, Karim M.
    Mohammed, Thabit Sultan
    2018 15TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES (SSD), 2018, : 1221 - 1227
  • [29] Image Segmentation Based on Modified Centroid Weight Particle Swarm Optimization and Spatial Fuzzy C-Means Clustering Algorithm
    Hemalatha, K. L.
    Suresh, H. N.
    Ranjitha, S.
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT), 2015, : 723 - 727
  • [30] Image Segmentation Algorithm Based on Context Fuzzy C-Means Clustering
    Xu Jindong
    Zhao Tianyu
    Feng Guozheng
    Ou Shifeng
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2021, 43 (07) : 2079 - 2086