Real-Time Strip Steel Defect Detection Algorithm Fused with Transformer

被引:0
|
作者
Zhang, Taoyuan [1 ,2 ,3 ]
Xie, Xinlin [1 ,2 ,3 ]
Xie, Gang [1 ,2 ,3 ]
Zhang, Lin [1 ,2 ,3 ]
机构
[1] School of Electronic Information Engineering, Taiyuan University of Science and Technology, Taiyuan,030024, China
[2] Shanxi Key Laboratory of Advanced Control and Equipment Intelligence, Taiyuan,030024, China
[3] Research and Development Engineering Research Center for Key Technology of Flat Panel Display Intelligent Manufacturing, Taiyuan,030024, China
关键词
Bidirectional feature pyramid network(BiFPN) - Defect detection - Feature pyramid - Pyramid network - Real- time - Steel defect - Strip steel - Strip steel defect detection - Transformer - YOLOv4;
D O I
10.3778/j.issn.1002-8331.2210-0450
中图分类号
学科分类号
摘要
引用
收藏
页码:232 / 239
相关论文
共 50 条
  • [1] Improved Real-Time Detection Transformer-Based Rail Fastener Defect Detection Algorithm
    Song, Wei
    Liao, Bin
    Ning, Keqing
    Yan, Xiaoyu
    MATHEMATICS, 2024, 12 (21)
  • [2] RDDPA: Real-time Defect Detection via Pruning Algorithm on Steel Surface
    Lu, Kun
    Pan, Xuejuan
    Mi, Chunfeng
    Wang, Wenyan
    Zhang, Jun
    Chen, Peng
    Wang, Bing
    ISIJ INTERNATIONAL, 2024, 64 (06) : 1019 - 1028
  • [3] Real-time detection of holes on the surface of a moving steel strip
    Lu, Xinmin
    Luo, Zhiyong
    Liu, Dongyu
    Wang, Bin
    1996, (24):
  • [4] AN ALGORITHM FOR DEFECT DETECTION ON THE SURFACE OF STEEL STRIP
    POTAPOV, AI
    MALYGIN, LL
    ERSHOV, EV
    VALIN, PN
    RUSSIAN JOURNAL OF NONDESTRUCTIVE TESTING, 1995, 31 (03) : 164 - 166
  • [5] Real-Time System for Automatic Cold Strip Surface Defect Detection
    Kostenetskiy, Pavel
    Alkapov, Rustem
    Vetoshkin, Nikita
    Chulkevich, Roman
    Napolskikh, Ilya
    Poponin, Ostap
    FME TRANSACTIONS, 2019, 47 (04): : 765 - 774
  • [6] Real-time detection algorithm of steel plate defects integrating MobileNetv3 and Transformer
    Zhang L.
    Xie G.
    Xie X.
    Zhang T.
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2023, 29 (12): : 3951 - 3963
  • [7] Real-time defect detection systems for steel and wood inspection
    Ghali, Rayen
    Benhafid, Zhor
    Selouani, Sid Ahmed
    2024 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CCECE 2024, 2024, : 577 - 582
  • [8] An efficient and real-time steel surface defect detection method based on single-stage detection algorithm
    Zhang H.
    Miao Q.
    Li S.
    Wang C.
    Chan S.
    Hu J.
    Bai C.
    Multimedia Tools and Applications, 2024, 83 (42) : 90595 - 90617
  • [9] Development of real-time defect detection algorithm for high-speed steel bar in Coil(BIC)
    Yun, Jong Pil
    Park, YoungSu
    Seo, Boyeul
    Kim, Sang Woo
    Choi, Se Ho
    Park, Chang Hyun
    Bae, Ho Mun
    Hwang, Hwa Won
    2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 138 - +
  • [10] PDS-YOLO: A Real-Time Detection Algorithm for Pipeline Defect Detection
    Zhang, Ke
    Qin, Longxiao
    Zhu, Liming
    ELECTRONICS, 2025, 14 (01):