Intelligent Small Sample Defect Detection of Concrete Surface Using Novel Deep Learning Integrating Improved YOLOv5

被引:5
作者
Han, Yongming [1 ,2 ]
Wang, Lei [1 ,2 ]
Wang, Youqing [1 ,2 ]
Geng, Zhiqiang [1 ,2 ]
机构
[1] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China
[2] Minist Educ China, Engn Res Ctr Intelligent PSE, Beijing 100029, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/JAS.2023.124035
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页码:545 / 547
页数:3
相关论文
共 12 条
  • [1] [Anonymous], 2023, CAA J. Autom. Sinica, V10, P1510
  • [2] DEVELOPMENT AND APPLICATION OF THE SSD APPROACH IN SCIENTIFIC CASE STUDIES FOR ECOLOGICAL RISK ASSESSMENT
    Del Signore, Anastasia
    Hendriks, A. Jan
    Lenders, H. J. Rob
    Leuven, Rob S. E. W.
    Breure, A. M.
    [J]. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY, 2016, 35 (09) : 2149 - 2161
  • [3] Dhule JJ, 2015, 2015 INTERNATIONAL CONFERENCE ON COMPUTING AND NETWORK COMMUNICATIONS (COCONET), P263, DOI 10.1109/CoCoNet.2015.7411196
  • [4] Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning
    Engelmann, Justin
    Lessmann, Stefan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 174
  • [5] Li Y, 2020, PROCEEDINGS OF 2020 IEEE 4TH INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2020), P773, DOI [10.1109/itnec48623.2020.9084756, 10.1109/ITNEC48623.2020.9084756]
  • [6] Wood Crack Detection Based on Data-Driven Semantic Segmentation Network
    Lin, Ye
    Xu, Zhezhuang
    Chen, Dan
    Ai, Zhijie
    Qiu, Yang
    Yuan, Yazhou
    [J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2023, 10 (06) : 1510 - 1512
  • [7] Redmon J., 2018, PREPRINT, DOI 10.48550/arXiv.1804.02767
  • [8] Apple stem/calyx real-time recognition using YOLO-v5 algorithm for fruit automatic loading system
    Wang, Zhipeng
    Jin, Luoyi
    Wang, Shuai
    Xu, Huirong
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 2022, 185
  • [9] Concrete defects inspection and 3D mapping using CityFlyer quadrotor robot
    Yang, Liang
    Li, Bing
    Li, Wei
    Brand, Howard
    Jiang, Biao
    Xiao, Jizhong
    [J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 7 (04) : 991 - 1002
  • [10] Zaafouri M., 2011, P INT MULT SYST SIGN, P1, DOI [10.1109/SSD.2011.5767378, DOI 10.1109/SSD.2011.5767378]