An Adaptive and Semi-Supervised Fuzzy C-means Clustering Algorithm for Remotely Sensed Change Detection

被引:0
|
作者
Shao, Pan [1 ,2 ]
Fan, Hongmei [1 ,2 ]
Gao, Ziang [1 ,2 ]
机构
[1] Hubei Engineering Technology Research Center for Farmland Environment Monitoring, China Three Gorges University, Yichang,443002, China
[2] College of Computer and Information Technology, China Three Gorges University, Yichang,443002, China
基金
中国国家自然科学基金;
关键词
Adaptive - Change detection - Difference images - Fuzzy C means method - Fuzzy clustering algorithm - Fuzzy factors - Pseudo label - Remote-sensing - Semi-supervised - Spatial informations;
D O I
10.12082/dqxxkx.2022.210237
中图分类号
学科分类号
摘要
引用
收藏
页码:508 / 521
相关论文
共 50 条
  • [1] AN IMPROVED ALGORITHM FOR SUPERVISED FUZZY C-MEANS CLUSTERING OF REMOTELY SENSED DATA
    ZHANG Jingxiong Roger P Kirby
    [J]. Geo-spatial Information Science, 2000, (01) : 39 - 44
  • [2] On Semi-Supervised Fuzzy c-Means Clustering
    Yasunori, Endo
    Yukihiro, Hamasuna
    Makito, Yamashiro
    Sadaaki, Miyamoto
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 1119 - +
  • [3] Objective Function of Semi-Supervised Fuzzy C-Means Clustering Algorithm
    Li, Chunfang
    Liu, Lianzhong
    Jiang, Wenli
    [J]. 2008 6TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS, VOLS 1-3, 2008, : 704 - +
  • [4] Safe Semi-Supervised Fuzzy C-Means Clustering
    Gan, Haitao
    [J]. IEEE ACCESS, 2019, 7 : 95659 - 95664
  • [5] Semi-Supervised Fuzzy C-Means Clustering for Change Detection from Multispectral Satellite Image
    Dinh Sinh Mai
    Long Thanh Ngo
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), 2015,
  • [6] On Using Genetic Algorithm for Initialising Semi-supervised Fuzzy c-Means Clustering
    Lai, Daphne Teck Ching
    Garibaldi, Jonathan M.
    [J]. COMPUTATIONAL INTELLIGENCE IN INFORMATION SYSTEMS, CIIS 2016, 2017, 532 : 3 - 14
  • [7] On Semi-supervised Modified Fuzzy C-Means Algorithm for Remote Sensing Clustering
    Han Min
    Fan Jianchao
    [J]. PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 4, 2008, : 554 - 558
  • [8] Structural Damage Detection Based on Semi-supervised Fuzzy C-means Clustering
    Liu, Zhen
    Zhou, Qifeng
    Chi, Qijun
    Zhang, Yuanyuan
    Chen, Youling
    Qi, Sen
    [J]. 2014 PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2014), 2014, : 551 - 556
  • [9] Semi-supervised outlier detection based on fuzzy rough C-means clustering
    Xue, Zhenxia
    Shang, Youlin
    Feng, Aifen
    [J]. MATHEMATICS AND COMPUTERS IN SIMULATION, 2010, 80 (09) : 1911 - 1921
  • [10] A new Semi-Supervised Intuitionistic Fuzzy C-means Clustering
    Arora, J.
    Tushir, M.
    [J]. EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2020, 7 (24) : 1 - 11