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
  • [21] Road Surface Defect Detection Algorithm Based on YOLOv8
    Sun, Zhen
    Zhu, Lingxi
    Qin, Su
    Yu, Yongbo
    Ju, Ruiwen
    Li, Qingdang
    ELECTRONICS, 2024, 13 (12)
  • [22] Distracted Driving Behavior and Driver's Emotion Detection Based on Improved YOLOv8 With Attention Mechanism
    Ma, Bao
    Fu, Zhijun
    Rakheja, Subhash
    Zhao, Dengfeng
    He, Wenbin
    Ming, Wuyi
    Zhang, Zhigang
    IEEE ACCESS, 2024, 12 : 37983 - 37994
  • [23] A lightweight algorithm for steel surface defect detection using improved YOLOv8
    Ma, Shuangbao
    Zhao, Xin
    Wan, Li
    Zhang, Yapeng
    Gao, Hongliang
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [24] Surface Defects Detection of Steel Plate Based on Visual Attention Mechanism
    Guo, Fang
    Zhao, Jianyu
    Jiang, Ping
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 3174 - 3177
  • [25] A Lightweight Rice Pest Detection Algorithm Using Improved Attention Mechanism and YOLOv8
    Yin, Jianjun
    Huang, Pengfei
    Xiao, Deqin
    Zhang, Bin
    AGRICULTURE-BASEL, 2024, 14 (07):
  • [26] Lightweight and Efficient YOLOv8 With Residual Attention Mechanism for Precise Leukemia Detection and Classification
    Prakash, Kavya Dasaramoole
    Khan, Junaid
    Kim, Kyungsup
    IEEE ACCESS, 2024, 12 : 159395 - 159413
  • [27] Defect detection of printed circuit board surface based on an improved YOLOv8 with FasterNet backbone algorithms
    Liu, Li-Juan
    Zhang, Yu
    Karimi, Hamid Reza
    SIGNAL IMAGE AND VIDEO PROCESSING, 2025, 19 (01)
  • [28] Improving Defect Detection in YOLOv8 for Steel Strip
    Ma, Jinlin
    Cao, Haojie
    Ma, Ziping
    Lin, Baobao
    Yang, Jipeng
    Computer Engineering and Applications, 2024, 60 (21) : 183 - 193
  • [29] Ship target detection in SAR images based on SimAM attention YOLOv8
    Xu, Yuqiao
    Du, Wei
    Deng, Lewu
    Zhang, Yi
    Wen, Wanli
    IET COMMUNICATIONS, 2024, 18 (19) : 1428 - 1436
  • [30] Dense detection algorithm for ceramic tile defects based on improved YOLOv8
    Yu, Mei
    Li, Yuxin
    Li, Zhilin
    Yan, Peng
    Li, Xiutong
    Tian, Qin
    Xie, Benliang
    JOURNAL OF INTELLIGENT MANUFACTURING, 2024,