Detection and Classification of Surface Cracks Using Deep Learning Based Autoencoders in Eddy Current Testing

被引:0
|
作者
Fatima, Barrarat [1 ,2 ]
Bachir, Helifa [1 ]
Samir, Bensaid [3 ]
Karim, Rayane [4 ]
IbnKhaldoun, Lefkaier [1 ]
机构
[1] Laboratoire de Physique des Matériaux, Université de Laghouat, Algeria
[2] Laboratoire des Sciences Appliquées et Didactiques, École Normale Supérieure de Laghouat, Algeria
[3] Laboratoire des Matériaux et du Développement Durable, Université de Bouira, Algeria
[4] Laboratoire de Génie des Procédés, Université de Laghouat, Algeria
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Probes
引用
收藏
相关论文
共 50 条
  • [21] Automatic Modulation Classification Using Deep Learning Based on Sparse Autoencoders With Nonnegativity Constraints
    Ali, Afan
    Fan Yangyu
    IEEE SIGNAL PROCESSING LETTERS, 2017, 24 (11) : 1626 - 1630
  • [22] An approach to reconstruction of natural cracks using signals of eddy current testing
    Chen, ZM
    Miya, K
    Kurokawa, M
    ELECTROMAGNETIC NONDESTRUCTIVE EVALUATION (III), 1999, 15 : 233 - 240
  • [23] Numerical investigation of the ability of eddy current testing to size surface breaking cracks
    Yusa, Noritaka
    Hashizume, Hidetoshi
    NONDESTRUCTIVE TESTING AND EVALUATION, 2017, 32 (01) : 50 - 58
  • [24] Classification of Solar Cell Cracks Using Deep Learning
    Srinivas, S.
    Shamala, N.
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (04) : 105 - 110
  • [25] An Eddy Current Testing Probe with Dual-Frequency Excitation to Detect Deep Cracks
    Wang, Chuanglong
    Wu, Meixian
    Zhang, Dongli
    RUSSIAN JOURNAL OF NONDESTRUCTIVE TESTING, 2020, 56 (12) : 1056 - 1063
  • [26] An Eddy Current Testing Probe with Dual-Frequency Excitation to Detect Deep Cracks
    Meixian Chuanglong Wang
    Dongli Wu
    Russian Journal of Nondestructive Testing, 2020, 56 : 1056 - 1063
  • [27] Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning
    Amin, Javaria
    Sharif, Muhammad
    Gul, Nadia
    Raza, Mudassar
    Anjum, Muhammad Almas
    Nisar, Muhammad Wasif
    Bukhari, Syed Ahmad Chan
    JOURNAL OF MEDICAL SYSTEMS, 2019, 44 (02)
  • [28] Deep learning for photovoltaic defect detection using variational autoencoders
    Westraadt, Edward J.
    Brettenny, Warren J.
    Clohessy, Chantelle M.
    SOUTH AFRICAN JOURNAL OF SCIENCE, 2023, 119 (1-2)
  • [29] Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning
    Javaria Amin
    Muhammad Sharif
    Nadia Gul
    Mudassar Raza
    Muhammad Almas Anjum
    Muhammad Wasif Nisar
    Syed Ahmad Chan Bukhari
    Journal of Medical Systems, 2020, 44
  • [30] Image Classification using Deep Autoencoders
    Gogoi, Munmi
    Begum, Shahin Ara
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2017, : 556 - 560