Technique for Edge Detection Based on Interval Type-2 Fuzzy Logic with Sobel Filtering

被引：0
作者：
Solanki, Chandan [1 ]
Godfrey, W. Wilfred [1 ]
机构：
[1] ABV IIITM, Informat & Commun Technol, Gwalior, India
来源：
PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE (ICIS) | 2016年
关键词：
Morphological gradient (MG); fuzzy logic system (FLS); Interval Type-2 FLS; figure of merit(FOM); footprint of uncertainty (FOU); membership function (MF); sobel filtering; euclidean distance (ed); SYSTEMS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Edge detection is a primitive process required for any complex image processing and recognition task. This paper introduces an idea to improve the conventional edge detection methods. Type-2 fuzzy logic is used for representing uncertainty in the image gradients and aggregation. The uncertainty in the image gradients help to identify true edges which may be ignored by other edge detection techniques.
引用
收藏
页码：38 / 43
页数：6
相关论文
共 25 条
  • [1] Anand A, 2015, 2ND INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN) 2015, P532, DOI 10.1109/SPIN.2015.7095391
  • [2] [Anonymous], IEEE J SOLID STATE C
  • [3] [Anonymous], P IEEE INT C FUZZ SY
  • [4] [Anonymous], P 22 BRAZ S COMP GRA
  • [5] [Anonymous], 2017, Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions
  • [6] An Improved Canny Edge Detection Algorithm Based on Type-2 Fuzzy Sets
    Biswas, Ranita
    Sil, Jaya
    [J]. 2ND INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION, CONTROL AND INFORMATION TECHNOLOGY (C3IT-2012), 2012, 4 : 820 - 824
  • [7] Caixia Deng, 2011, 2011 4th International Congress on Image and Signal Processing (CISP 2011), P1189, DOI 10.1109/CISP.2011.6100499
  • [8] A COMPUTATIONAL APPROACH TO EDGE-DETECTION
    CANNY, J
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (06) : 679 - 698
  • [9] Castillo O, 2008, STUD FUZZ SOFT COMP, V223, P1
  • [10] Fuzzy Rules Interpolation for Sparse Fuzzy Rule-Based Systems Based on Interval Type-2 Gaussian Fuzzy Sets and Genetic Algorithms
    Chen, Shyi-Ming
    Chang, Yu-Chuan
    Pan, Jeng-Shyang
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (03) : 412 - 425
123