An Edge Detection Method based on Generalized Type-2 Fuzzy Logic

被引：0
|
作者：
Gonzalez, Claudia [1 ]
Castro, Juan R. [1 ]
Melin, Patricia [2 ]
Castillo, Oscar [2 ]
机构：
[1] Univ Baja Calif, Sch Engn, Tijuana, Mexico
[2] Tijuana Inst Technol, Div Grad Studies, Tijuana, Mexico
来源：
PROCEEDINGS OF THE 2013 IEEE SYMPOSIUM ON ADVANCES IN TYPE-2 FUZZY LOGIC SYSTEMS (T2FUZZ) | 2013年
关键词：
generalized type-2 fuzzy logic; edge detection; inage processing; alpha planes theory; ALPHA-PLANE REPRESENTATION; SETS THEORY;
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：
This paper presents an edge detection method based on morphological gradient technique and generalized type-2 fuzzy logic. The theory of alpha planes is used to implement generalized type-2 fuzzy logic. The proposed type-2 fuzzy edge detection method was tested with benchmark images to illustrate the advantages of the use of generalized type-2 fuzzy logic.
引用
收藏
页码：39 / 44
页数：6
相关论文
共 50 条
  • [31] Intelligent Stage Selection Method for Refracturing Based on the Type-2 Fuzzy Logic System
    Song, Liyang
    Wang, Jiwei
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2023, 48 (12) : 16857 - 16877
  • [32] The Construction of Type-2 Fuzzy Reasoning Relations for Type-2 Fuzzy Logic Systems
    Zhao, Shan
    Li, Hongxing
    [J]. JOURNAL OF APPLIED MATHEMATICS, 2014,
  • [33] Generalized Type-2 Fuzzy Logic in Response Integration of Modular Neural Networks
    Martinez, Gabriela E.
    Mendoza, Olivia
    Castro, Juan R.
    Melin, Patricia
    Castillo, Oscar
    [J]. PROCEEDINGS OF THE 2013 JOINT IFSA WORLD CONGRESS AND NAFIPS ANNUAL MEETING (IFSA/NAFIPS), 2013, : 1325 - 1330
  • [34] Type-2 fuzzy logic based urban traffic management
    Balaji, P. G.
    Srinivasan, D.
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2011, 24 (01) : 12 - 22
  • [35] Edge Detection Method for Latent Fingerprint Images Using Intuitionistic Type-2 Fuzzy Entropy
    Ezhilmaran, Devarasan
    Adhiyaman, Manickam
    [J]. CYBERNETICS AND INFORMATION TECHNOLOGIES, 2016, 16 (03) : 205 - 218
  • [36] Type-2 fuzzy logic based transit priority strategy
    Jovanovic, Aleksandar
    Teodorovic, Dusan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 187
  • [37] Interval Type-2 Fuzzy Logic Based Robotic Sailing
    Benatar, Naisan
    Aickelin, Uwe
    Garibaldi, Jonathan M.
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,
  • [38] Interval Type-2 Fuzzy Logic for Edges Detection in Digital Images
    Mendoza, Olivia
    Melin, Patricia
    Licea, Guillermo
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2009, 24 (11) : 1115 - 1133
  • [39] A Type-2 Fuzzy Logic System for Event Detection in Soccer Videos
    Song, Wei
    Hagras, Hani
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2017,
  • [40] Optimization of interval type-2 fuzzy systems for image edge detection
    Gonzalez, Claudia I.
    Melin, Patricia
    Castro, Juan R.
    Castillo, Oscar
    Mendoza, Olivia
    [J]. APPLIED SOFT COMPUTING, 2016, 47 : 631 - 643
12345