Segmentation of Medical Image Based on Grey Relational Analysis

被引:0
|
作者
Zhu, WeiFeng [1 ]
Li, Junli [1 ]
Chen, Gang [1 ]
机构
[1] Ningbo Univ, Coll Informat Sci & Engn, Ningbo, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
medical image segmentation; region growing; Grey system theory; Grey correlation degree;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this paper, We present a novel segmentation technique which is based on Grey relational analysis of Grey system theory. According to global and local inter-pixel correlation, we can extract region of interest from original images. The experimental results show that our algorithms can effectively extract the target area, and has strong anti-noise capability, this new method is simple, fast, and works well for some images.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Multi-image Evaluation of Product Color Design based on Grey Relational Analysis
    Sun Zhi-xue
    Zhang, Le
    Chen Chen
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015), 2015, 39 : 1008 - 1012
  • [22] Research on water quality correlation facts based on grey relational and image analysis method
    Li, Ziyuan
    [J]. FOURTH INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION, 2020, 467
  • [23] Appling grey relational analysis to the relevance feedback in content-based image retrieval
    Cao, Kui
    [J]. PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 475 - 479
  • [24] Image denoising using grey relational analysis in spatial domain
    Ma, M
    Tian, HP
    Hao, CY
    [J]. Visual Communications and Image Processing 2005, Pts 1-4, 2005, 5960 : 335 - 342
  • [25] A Novel Operator based on Grey Relational Analysis
    Feng, Dongzhu
    Zhang, Bin
    Wang, Xin
    [J]. ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 2677 - +
  • [26] Algorithm of Medical Image Amalgamation Based on Multiwavelet and Gray Relational Analysis
    Zhang, Qiu Ju
    Shi, Ying Chun
    Bai, Yan Xia
    Wang, Qi
    [J]. FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY V, 2015, : 78 - 85
  • [27] Content-Based Image Retrieval Using Grid-Based Indexing and Grey Relational Analysis
    Huang, Yo-Ping
    Hsiao, Mann-Jung
    Chiang, Te-Wei
    Tsai, Tienwei
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, : 2693 - +
  • [28] Novel and better performance evaluation algorithm for image fusion based on hierarchical grey relational analysis
    He, Guiqing
    Qi, Hua
    Wang, Yi
    Guan, Li
    Hao, Chongyang
    [J]. Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2007, 25 (01): : 126 - 131
  • [29] Surface Image Local Contrast Enhancement based on Texture Discrimination via Grey Relational Analysis
    Li, Gang
    Xiao, Xinping
    Tong, Yala
    [J]. FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 2937 - +
  • [30] Image Watermarking Algorithm Based on Grey Relational Analysis and Singular Value Decomposition in Wavelet Domain
    Wang, Qiuping
    Ma, Junwen
    Wang, Xiaofeng
    Zhao, Fengqun
    [J]. PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES (GSIS), 2017, : 94 - 98