Fuzzy-Tuned Weights for Kernel-Based Linear Interpolation

被引:0
|
作者
Chen, Hsiang-Chieh [1 ]
Wang, Wen-June [1 ]
Sun, Chung-Hsun [1 ]
机构
[1] Natl Cent Univ, Dept Elect Engn, Jhongli, Taiwan
关键词
Image interpolation; image zooming; resolution enhancement; fuzzy logic;
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
This paper presents the applicability of fuzzy techniques to image interpolation for producing high-resolution images. The fuzzy theory is firstly adopted in finding a proper modification for the distances in interpolation formulas. By considering local features around the interpolated point, a more accurate estimate of interpolated value could be obtained via the proposed algorithm. Experimental comparisons presented in numerical PSNRs demonstrate the superior effectiveness of the proposed method.
引用
收藏
页码:58 / 61
页数:4
相关论文
共 50 条
  • [1] Superconvergence of kernel-based interpolation
    Schaback, Robert
    [J]. JOURNAL OF APPROXIMATION THEORY, 2018, 235 : 1 - 19
  • [2] Stability of kernel-based interpolation
    De Marchi, Stefano
    Schaback, Robert
    [J]. ADVANCES IN COMPUTATIONAL MATHEMATICS, 2010, 32 (02) : 155 - 161
  • [3] Stability of kernel-based interpolation
    Stefano De Marchi
    Robert Schaback
    [J]. Advances in Computational Mathematics, 2010, 32 : 155 - 161
  • [4] A genetic algorithm based fuzzy-tuned neural network
    Ling, SH
    Lam, HK
    Leung, FHF
    Lee, YS
    [J]. PROCEEDINGS OF THE 12TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1 AND 2, 2003, : 220 - 225
  • [5] MULTILEVEL SPARSE KERNEL-BASED INTERPOLATION
    Georgoulis, Emmanuil H.
    Levesley, Jeremy
    Subhan, Fazli
    [J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2013, 35 (02): : A815 - A831
  • [6] An improved genetic algorithm based fuzzy-tuned neural network
    Ling, SH
    Leung, FHF
    Lam, HK
    [J]. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2005, 15 (06) : 457 - 474
  • [7] Kernel-based interpolation at approximate Fekete points
    Toni Karvonen
    Simo Särkkä
    Ken’ichiro Tanaka
    [J]. Numerical Algorithms, 2021, 87 : 445 - 468
  • [8] Performance of kernel-based fuzzy clustering
    Graves, D.
    Pedrycz, W.
    [J]. ELECTRONICS LETTERS, 2007, 43 (25) : 1445 - 1446
  • [9] A kernel-based fuzzy clustering algorithm
    Wang, Jiun-Hau
    Lee, Wan-Jui
    Lee, Shie-Jue
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 1, PROCEEDINGS, 2006, : 550 - +
  • [10] A nonlinear PID controller based on fuzzy-tuned immune feedback law
    Ding, YS
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 1576 - 1580