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
  • [21] Synthesis of adaptive pliers mechanism using genetic algorithms
    Szydiowski, Wieslaw M.
    Nelson, Carl A.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2007, VOL 8, PTS A AND B, 2008, : 537 - 545
  • [22] Adaptive Beamforming for Moving Targets Using Genetic Algorithms
    Burgos, Diego
    Kunzler, Jonas
    Lemos, Rodrigo
    Silva, Hugo
    2015 WORKSHOP ON ENGINEERING APPLICATIONS - INTERNATIONAL CONGRESS ON ENGINEERING (WEA), 2015,
  • [23] Adaptive E-learning using Genetic Algorithms
    Azough, Samia
    Bellafkih, Mostafa
    Bouyakhf, El Houssine
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (07): : 237 - 244
  • [24] Adaptive Beamforming for Moving Targets Using Genetic Algorithms
    Burgos, Diego
    Lemos, Rodrigo
    Silva, Hugo
    Kunzler, Jonas
    Flores, Edna
    INGENIERIA, 2016, 21 (02): : 214 - 224
  • [25] Construction of point process adaptive filter algorithms for neural systems using sequential Monte Carlo methods
    Erguen, Ayla
    Barbieri, Riccardo
    Eden, Uri T.
    Wilson, Matthew A.
    Brown, Ernery N.
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (03) : 419 - 428
  • [26] Improving Prediction Accuracy of Multi-Criteria Recommender Systems using Adaptive Genetic Algorithms
    Hassan, Mohammed
    Hamada, Mohamed
    PROCEEDINGS OF THE 2017 INTELLIGENT SYSTEMS CONFERENCE (INTELLISYS), 2017, : 326 - 330
  • [27] The Adaptive Analysis of Visual Cognition Using Genetic Algorithms
    Cook, Robert G.
    Qadri, Muhammad A. J.
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-ANIMAL BEHAVIORAL PROCESSES, 2013, 39 (04): : 357 - 376
  • [28] Load Management and Optimal Sizing of Special-Purpose Microgrids Using Two Stage PSO-Fuzzy Based Hybrid Approach
    Azeem, Fawad
    Ahmad, Ashfaq
    Gondal, Taimoor Muzaffar
    Arshad, Jehangir
    Rehman, Ateeq Ur
    Eldin, Elsayed M. Tag
    Shafiq, Muhammad
    Hamam, Habib
    ENERGIES, 2022, 15 (17)
  • [29] Contingency selection and static security enhancement in power systems using heuristics-based genetic algorithms
    Sudersan, A
    Abdelrahman, M
    Radman, G
    PROCEEDINGS OF THE THIRTY-SIXTH SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY, 2004, : 556 - 560
  • [30] Enhanced Feature Selection for Facial Expression Recognition Systems with Genetic Algorithms
    Chengeta, Kennedy
    ENGINEERING APPLICATIONS OF NEURAL NETWORKSX, 2019, 1000 : 176 - 187