Grey Intuitionistic Fuzzy Sets and Its Application in Performance Evaluation of Image Fusion

被引:0
|
作者
You, Yongbin [1 ]
Li, Tingting [1 ]
机构
[1] Northwestern Polytech Univ, Sch Automat, Xian 710072, Peoples R China
来源
MATERIALS PROCESSING AND MANUFACTURING III, PTS 1-4 | 2013年 / 753-755卷
关键词
Image Fusion; Performace Evaluation; Synthesis Method; Intuitionistic Fuzzy Set; Grey Relation Degree;
D O I
10.4028/www.scientific.net/AMR.753-755.3033
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As an important branch of multi-sensor information fusion, image fusion has been applied in many areas. During the past years, many algorithms have been proposed to solve the fusion issue. However, research on the objective performance evaluation of image fusion is relatively less. Basic methods for image fusion evaluation usually include subjective evaluations and objective evaluations. The evaluation of fused images is regarded as multi-attribute decision-make problem, thus a novel synthesis approach using grey intuitionistic fuzzy sets is proposed. The proposed approach constructs the membership function and non-membership function by the grey correlation degree, thus the intuitionistic fuzzy sets are established. The results show that the proposed approach has better performance.
引用
收藏
页码:3033 / 3038
页数:6
相关论文
共 50 条
  • [41] Intuitionistic Fuzzy Sets with Double Parameters and Its Application to Automatic Control system
    Zhang, Zhenhua
    Yang, Jingyu
    Ye, Youpei
    Wang, Min
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 3993 - +
  • [42] Image enhancement based on intuitionistic fuzzy sets theory
    Deng, He
    Sun, Xianping
    Liu, Maili
    Ye, Chaohui
    Zhou, Xin
    IET IMAGE PROCESSING, 2016, 10 (10) : 701 - 709
  • [43] Prioritized Information Fusion Method for Triangular Intuitionistic Fuzzy Set and its Application to Teaching Quality Evaluation
    Yu, Dejian
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2013, 28 (05) : 411 - 435
  • [44] Intuitionistic Fuzzy AHP and its Application in Evaluation of Ecological Architecture
    Zhang, Hao
    Li, Weixia
    Zhang, Chengyi
    ADVANCES IN ENVIRONMENTAL SCIENCE AND ENGINEERING, PTS 1-6, 2012, 518-523 : 4466 - 4472
  • [45] A 2-order additive fuzzy measure identification method based on intuitionistic fuzzy sets and its application in credit evaluation
    Zhang, Mu
    Li, Si-si
    Zhao, Bi-bin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (06) : 10589 - 10601
  • [46] Moderator Intuitionistic Fuzzy Sets and Application in Medical Diagnosis
    Joshi, Bhagawati Prasad
    Kharayat, Pushpendra Singh
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION TECHNOLOGIES, IC3T 2015, VOL 2, 2016, 380 : 171 - 179
  • [47] APPLICATION OF INTUITIONISTIC FUZZY SETS ON AGENT BASED MODELLING
    Ismaili, Shpend
    Fidanova, Stefka
    COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2018, 71 (06): : 812 - 819
  • [48] Aggregation of infinite chains of intuitionistic fuzzy sets and their application to choices with temporal intuitionistic fuzzy information
    Alcantud, Jose Carlos R.
    Khameneh, Azadeh Zahedi
    Kilicman, Adem
    INFORMATION SCIENCES, 2020, 514 : 106 - 117
  • [49] Multi-focus image fusion based on fractional-order derivative and intuitionistic fuzzy sets
    Zhang, Xue-feng
    Yan, Hui
    He, Hao
    FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2020, 21 (06) : 834 - 843
  • [50] Multi-focus image fusion based on fractional-order derivative and intuitionistic fuzzy sets
    Xue-feng Zhang
    Hui Yan
    Hao He
    Frontiers of Information Technology & Electronic Engineering, 2020, 21 : 834 - 843