Road Damage Detection in Large UAV Images Using a Multiscale Fusion Strategy and Improved YOLOV5

被引：0
|
作者：
Cheng, Chuanxiang [1 ]
Jin, Fei [1 ]
Lin, Yuzhun [1 ]
Wang, Shuxiang [1 ]
Zuo, Xibing [1 ]
Li, Junjie [2 ]
Su, Kaiyang [3 ]
机构：
[1] Information Engineering University, Zhengzhou,450001, China
[2] Henan University of Urban Construction, Pingdingshan,467036, China
[3] Pingdingshan University, Pingdingshan,467000, China
来源：
Journal of Geo-Information Science | 2024年 / 26卷 / 08期
关键词：
D O I：
10.12082/dqxxkx.2024.240147
中图分类号：
学科分类号：
摘要：
Object detection
引用
收藏
页码：1991 / 2007
相关论文
共 50 条
  • [1] Road damage detection algorithm for improved YOLOv5
    Guo, Gege
    Zhang, Zhenyu
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [2] Road damage detection algorithm for improved YOLOv5
    Gege Guo
    Zhenyu Zhang
    Scientific Reports, 12
  • [3] Improved lightweight road damage detection based on YOLOv5
    Liu, Chang
    Sun, Yu
    Chen, Jin
    Yang, Jing
    Wang, Fengchao
    OPTOELECTRONICS LETTERS, 2025, 21 (05) : 314 - 320
  • [4] Improved lightweight road damage detection based on YOLOv5
    LIU Chang
    SUN Yu
    CHEN Jin
    YANG Jing
    WANG Fengchao
    Optoelectronics Letters, 2025, 21 (05) : 314 - 320
  • [5] YOLOv5-MCD: improved YOLOv5 for minor and alligator road damage detection
    Liu, Guiru
    Li, Shengjie
    Wang, Lulin
    Sun, Jian
    Chen, Shuang
    JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (06)
  • [6] Detection of River Floating Debris in UAV Images Based on Improved YOLOv5
    Huang, Junkai
    Jiang, Xianliang
    Jin, Guang
    2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
  • [7] Improved YOLOv5 for Road Disease Detection
    Wu, Guangfu
    Liangl, Longxin
    Liu, Hao
    Li, Yun
    2024 6TH INTERNATIONAL CONFERENCE ON DATA-DRIVEN OPTIMIZATION OF COMPLEX SYSTEMS, DOCS 2024, 2024, : 781 - 786
  • [8] A Wheat Spike Detection Method in UAV Images Based on Improved YOLOv5
    Zhao, Jianqing
    Zhang, Xiaohu
    Yan, Jiawei
    Qiu, Xiaolei
    Yao, Xia
    Tian, Yongchao
    Zhu, Yan
    Cao, Weixing
    REMOTE SENSING, 2021, 13 (16)
  • [9] An Improved UAV Detection Method Based on YOLOv5
    Liu, Xinfeng
    Chen, Mengya
    Li, Chenglong
    Tian, Jie
    Zhou, Hao
    Ullah, Inam
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT I, 2023, 14086 : 739 - 750
  • [10] UAV Target Detection Algorithm with Improved Yolov5
    Chen, Fankai
    Li, Shixin
    Computer Engineering and Applications, 2023, 59 (18): : 218 - 225
12345