Data-driven Parameterizable Generative Adversarial Networks for Synthetic Data Augmentation of Guided Ultrasonic Wave Sensor Signals

被引：0
|
作者：
Bosse, Stefan [1 ,2 ]
机构：
[1] Univ. of Bremen, Dept. Computer Science, Bremen, Germany
[2] Univ. of Siegen, Dept. Mech. Engineering, Siegen, Germany
来源：
e-Journal of Nondestructive Testing | 2024年 / 29卷 / 07期
关键词：
12;
D O I：
10.58286/29787
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [31] Cancer classification with data augmentation based on generative adversarial networks
    Kaimin Wei
    Tianqi Li
    Feiran Huang
    Jinpeng Chen
    Zefan He
    Frontiers of Computer Science, 2022, 16
  • [32] A data-driven hybrid approach to generate synthetic data for unavailable damage scenarios in welded rails for ultrasonic guided wave monitoring
    Ramatlo, Dineo A.
    Wilke, Daniel N.
    Loveday, Philip W.
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2024, 23 (03): : 1890 - 1913
  • [33] Audio Data-driven Anomaly Detection for Induction Motor Based on Generative Adversarial Networks
    Shim, Jaehoon
    Joung, Taesuk
    Lee, Sangwon
    Ha, Jung-Ik
    2022 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2022,
  • [34] VSGAN: Visual Saliency guided Generative Adversarial Network for data augmentation
    Zhang, Jun
    Xian, Chuhua
    Bruckert, Alexandre
    Le Callet, Patrick
    Li, Guiqing
    Cai, Hongmin
    PROCEEDINGS OF THE ACM INTERNATIONAL CONFERENCE ON INTERACTIVE MEDIA EXPERIENCES WORKSHOPS, IMXW 2023, 2023, : 69 - 75
  • [35] Data-driven frequency security assessment based on generative adversarial networks and metric learning
    Li, Huarui
    Li, Wenbo
    Li, Zheng
    Jia, Yuqiao
    Liu, Quan
    Miao, Deyang
    Li, Yaran
    Wang, Baocai
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2024, 52 (18): : 101 - 111
  • [36] ActivityGAN: Generative Adversarial Networks for Data Augmentation in Sensor-Based Human Activity Recognition
    Li, Xi'ang
    Luo, Jinqi
    Younes, Rabih
    UBICOMP/ISWC '20 ADJUNCT: PROCEEDINGS OF THE 2020 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2020 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS, 2020, : 249 - 254
  • [37] Image Data Augmentation for SAR Sensor via Generative Adversarial Nets
    Cui, Zongyong
    Zhang, Mingrui
    Cao, Zongjie
    Cao, Changjie
    IEEE ACCESS, 2019, 7 : 42255 - 42268
  • [38] Data Augmentation Strategies for Human Activity Data Using Generative Adversarial Neural Networks
    Hoelzemann, Alexander
    Sorathiya, Nimish
    Van Laerhoven, Kristof
    2021 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS AND OTHER AFFILIATED EVENTS (PERCOM WORKSHOPS), 2021, : 8 - 13
  • [39] Adaptive Traffic Data Augmentation Using Generative Adversarial Networks for Optical Networks
    Li, Shuai
    Li, Jin
    Zhang, Min
    Wang, Danshi
    Song, Chuang
    Zhen, Xinghua
    2019 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2019,
  • [40] Data augmentation for handwritten digit recognition using generative adversarial networks
    Jha, Ganesh
    Cecotti, Hubert
    Multimedia Tools and Applications, 2020, 79 (47-48): : 35055 - 35068
12345