Feasibility Study of Automatic Learning Defect Segmentation System for Patterned Textiles

被引:0
|
作者
Honda, Motoshi [1 ]
Hirosawa, Satoru [1 ]
Kitaguchi, Saori [2 ]
Sato, Tetsuya [2 ]
机构
[1] Kyoto Municipal Institute of Industrial Technology and Culture, 91 Chudoji Awata-cho, Shimogyo-ku, Kyoto,600-8815, Japan
[2] Kyoto Institute of Technology, Matsugasaki, Sakyo-ku, Kyoto,606-8585, Japan
来源
Journal of Textile Engineering | 2022年 / 68卷 / 05期
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Automatic-learning - Craft industry - Defect segmentation - Neural-networks - Patterned textile - Segmentation system - Traditional craft industry - Traditional crafts - Training time - Unsupervised machine learning
引用
收藏
页码:87 / 97
相关论文
共 50 条
  • [31] EXPLORING ACTIVE LEARNING FOR SEMICONDUCTOR DEFECT SEGMENTATION
    Cai, Lile
    Pahwa, Ramanpreet Singh
    Xu, Xun
    Wang, Jie
    Chang, Richard
    Zhang, Lining
    Foo, Chuan-Sheng
    2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2022, : 1796 - 1800
  • [32] Perturbed Progressive Learning for Semisupervised Defect Segmentation
    Wu, Yao
    Xing, Mingwei
    Zhang, Yachao
    Xie, Yuan
    Wu, Zongze
    Qu, Yanyun
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (05) : 6118 - 6132
  • [33] Automatic defect detection based on segmentation of pulsed thermographic images
    Zheng, Kaiyi
    Yao, Yuan
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2017, 162 : 35 - 43
  • [34] A novel deep learning motivated data augmentation system based on defect segmentation requirements
    Shuanlong Niu
    Yaru Peng
    Bin Li
    Yuanhong Qiu
    Tongzhi Niu
    Weifeng Li
    Journal of Intelligent Manufacturing, 2024, 35 : 687 - 701
  • [35] A novel deep learning motivated data augmentation system based on defect segmentation requirements
    Niu, Shuanlong
    Peng, Yaru
    Li, Bin
    Qiu, Yuanhong
    Niu, Tongzhi
    Li, Weifeng
    JOURNAL OF INTELLIGENT MANUFACTURING, 2024, 35 (02) : 687 - 701
  • [36] Study on Automatic Defect Report Classification System with Self Attention Visualization
    Hirakawa, Rin
    Tominaga, Keitaro
    Nakatoh, Yoshihisa
    2020 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2020, : 60 - 61
  • [37] Automatic Thread Defect Examination System
    Kim, Jonghoek
    APPLIED SCIENCES-BASEL, 2022, 12 (12):
  • [38] Feasibility study of the XM307 automatic grenade launching system
    Feliciano, Mario M.
    Hurst, Kyle B.
    Klein, Nathan A.
    Warner, Steven S.
    Crino, Scott T.
    2008 SYSTEMS AND INFORMATION ENGINEERING DESIGN SYMPOSIUM, 2008, : 311 - 316
  • [39] Feasibility Study on Plastic Pipe Used in Simple Automatic Sprinkler System
    Guo, Xiu-ji
    Fang, Zheng
    Chen, Juan-juan
    Wang, Jun-heng
    2014 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA), 2014, : 260 - 263
  • [40] Automatic visual inspection of woven textiles using a two-stage defect detector
    Campbell, JG
    Murtagh, F
    OPTICAL ENGINEERING, 1998, 37 (09) : 2536 - 2542