Using of Genetic Algorithms for Adaptive Filter Selection in Special-Purpose Systems

被引:2
|
作者
Buzylev, F. N. [1 ]
Shcherbakova, S. N. [1 ]
机构
[1] MIREA Russian Technol Univ RTU MIREA, Moscow 119454, Russia
关键词
fuzzy logic; genetic algorithms; digital image processing; adaptive filtering;
D O I
10.1134/S1070363221120513
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The article offers an overview of adaptive filtration methods of images obtained in special-purpose systems (X-ray and thermal imaging) based on classical and modern mathematics, presents their strengths and weaknesses, considers the possibility of using genetic algorithms for image processing, provides an example of an adaptive filter based on a genetic algorithm.
引用
收藏
页码:2734 / 2736
页数:3
相关论文
共 50 条
  • [31] Tree structured local basis selection using genetic algorithms
    Liu, B
    Ling, SF
    WAVELET APPLICATIONS IV, 1997, 3078 : 334 - 342
  • [32] USING GENETIC ALGORITHMS FOR TEST CASE GENERATION AND SELECTION OPTIMIZATION
    Alsmadi, Izzat
    2010 23RD CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2010,
  • [33] Variable selection in clustering for marketing segmentation using genetic algorithms
    Liu, Hsiang-Hsi
    Ong, Chorng-Shyong
    EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (01) : 502 - 510
  • [34] Adaptive community detection in complex networks using genetic algorithms
    Guerrero, Manuel
    Montoya, Francisco G.
    Banos, Raul
    Alcayde, Alfredo
    Gil, Consolacion
    NEUROCOMPUTING, 2017, 266 : 101 - 113
  • [35] Static and adaptive distributed data replication using genetic algorithms
    Loukopoulos, T
    Ahmad, I
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2004, 64 (11) : 1270 - 1285
  • [36] A novel fast convergent genetic algorithms using adaptive techniques
    Liu, De-Peng
    Proceedings of 2006 International Conference on Machine Learning and Cybernetics, Vols 1-7, 2006, : 3416 - 3418
  • [37] OPTIMAL MULTILAYER FILTER DESIGN USING REAL CODED GENETIC ALGORITHMS
    MICHIELSSEN, E
    RANJITHAN, S
    MITTRA, R
    IEE PROCEEDINGS-J OPTOELECTRONICS, 1992, 139 (06): : 413 - 420
  • [38] Design and optimization of IIR filter structure using hierarchical genetic algorithms
    Tang, KS
    Man, KF
    Kwong, S
    Liu, ZF
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1998, 45 (03) : 481 - 487
  • [39] Robust design in multivariate systems using genetic algorithms
    Allende, Hector
    Bravo, Daniela
    Canessa, Enrique
    QUALITY & QUANTITY, 2010, 44 (02) : 315 - 332
  • [40] Robust design in multivariate systems using genetic algorithms
    Hector Allende
    Daniela Bravo
    Enrique Canessa
    Quality & Quantity, 2010, 44 : 315 - 332