Research on Steel Surface Defects Detection Algorithms by YOLOv8 Based on Attention Mechanism

被引:0
|
作者
Gao, ShiQuan [1 ]
Tian, Ying [2 ]
机构
[1] School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan,114051, China
[2] School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan,114051, China
关键词
Attention mechanisms - CBAM attention mechanism - Defect detection - Defect detection algorithm - SPPFCSPC - Steel defect - Steel defect detection - Steel surface - Surface defect detections - YOLOv8;
D O I
暂无
中图分类号
学科分类号
摘要
24
引用
收藏
页码:1309 / 1315
相关论文
共 50 条
  • [31] Research on gear flank surface defect detection of automotive transmissions based on improved YOLOv8
    Yuan, Haibing
    Yang, Yiyang
    Guo, Bingqing
    Zhao, Fengsheng
    Zhang, Di
    Yang, Shuai
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (12)
  • [32] Rail surface defect detection based on semantic augmentation and YOLOv8
    Wu, Yongjun
    Cui, Can
    He, Yongfu
    Journal of Railway Science and Engineering, 2024, 21 (09) : 3864 - 3875
  • [33] Research on Fire Smoke Detection Algorithm Based on Improved YOLOv8
    Zhang, Tianxin
    Wang, Fuwei
    Wang, Weimin
    Zhao, Qihao
    Ning, Weijun
    Wu, Haodong
    IEEE ACCESS, 2024, 12 : 117354 - 117362
  • [34] Concrete Surface Crack Detection Algorithm Based on Improved YOLOv8
    Dong, Xuwei
    Liu, Yang
    Dai, Jinpeng
    SENSORS, 2024, 24 (16)
  • [35] Research on Infrared Dim Target Detection Based on Improved YOLOv8
    Liu, Yangfan
    Li, Ning
    Cao, Lihua
    Zhang, Yunfeng
    Ni, Xu
    Han, Xiyu
    Dai, Deen
    REMOTE SENSING, 2024, 16 (16)
  • [36] Surface Defect Detection Method for Hot-rolled Strip Steel Based on Improved YOLOv8
    Xiao, Ke
    Yang, Xinyu
    Han, Yanfeng
    Song, Bin
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2024, 51 (12): : 67 - 77
  • [37] A Surface Defect Detection Method for Cold-rolled Strip Steel Based on Improved YOLOv8
    Bo, Xiaoning
    Wang, Jin
    Zhao, Yongqiang
    JOURNAL OF INTERNET TECHNOLOGY, 2024, 25 (05): : 701 - 708
  • [38] FMR-YOLO: An improved YOLOv8 algorithm for steel surface defect detection
    Ni, Yongjing
    Wu, Qi
    Zhang, Xiuqing
    IET IMAGE PROCESSING, 2025, 19 (01)
  • [39] YOLOv8-SC: improving the YOLOv8 network for real-time detection of automotive coated surface defects
    Ling, Lin
    Zhu, Chuangman
    Liu, Mingzhou
    Hu, Jing
    Zhang, Xi
    Ge, Maogen
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2025, 36 (03)
  • [40] Superficial Defect Detection for Concrete Bridges Using YOLOv8 with Attention Mechanism and Deformation Convolution
    Li, Tijun
    Liu, Gang
    Tan, Shuaishuai
    APPLIED SCIENCES-BASEL, 2024, 14 (13):