Journal of Optoelectronics · Laser, Volume. 36, Issue 2, 176(2025)

Detection of bridge diseases based on YOLOv7 and fractal geometric features

LIAO Yanna* and LI Guizhen
Author Affiliations
  • School of Electronic Engineering, Xi′an University of Posts and Telecommunications, Xi′an, Shaanxi 710121, China
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    References(7)

    [3] [3] CHA Y J, CHOI W, SUH G, et al. Autonomous structural visual inspection using region-based deep learning for detecting multiple damage types[J]. Computer-Aided Civil and Infrastructure Engineering, 2018, 33(9):731-747.

    [5] [5] ZHANG C B, CHANG C C, JAMSHIDI M. Concrete bridge surface damage detection using a single-stage detector[J]. Computer-Aided Civil and Infrastructure Engineering, 2020, 35(4):389-409.

    [11] [11] HOU Q, ZHOU D, FENG J. Coordinate attention for efficient mobile network design[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR), June 20-25, 2021, Nashville, TN, USA. New York: IEEE, 2021:13708-13717.

    [12] [12] GE Z, LIU S, WANG F, et al. YOLOX: exceeding YOLO series in 2021[EB/OL]. (2021-08-06)[2023-08-11]. https://arxiv.org/abs/2107.08430.

    [13] [13] DING X, ZHANG X Y, MA N N, et al. RepVGG: Making VGG-style ConvNets great again[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 20-25, 2021, Nashville, TN, USA. New York: IEEE, 2021:13728-13737.

    [14] [14] BOCHKOVSKIY A, WANG C Y, LIAO H Y M. YOLOv4: Optimal speed and accuracy of object detection[EB/OL]. (2020-04-23)[2023-08-11]. http://arxiv.org/abs/2004.10934.

    [15] [15] WANG C Y, BOCHKOVSKIY A, LIAO H Y M. YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors[EB/OL]. (2022-06-06)[2023-08-11]. http://arxiv.org/abs/2207.02696.

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    LIAO Yanna, LI Guizhen. Detection of bridge diseases based on YOLOv7 and fractal geometric features[J]. Journal of Optoelectronics · Laser, 2025, 36(2): 176

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    Paper Information

    Category:

    Received: Aug. 11, 2023

    Accepted: Jan. 23, 2025

    Published Online: Jan. 23, 2025

    The Author Email: LIAO Yanna (liaoyn@xupt.edu.cn)

    DOI:10.16136/j.joel.2025.02.0429

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