Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1610008(2022)

Lightweight YOLOv3 Algorithm for Small Object Detection

Guanrong Zhang1, Xiang Chen1, Yu Zhao1、*, Jianjun Wang2, and Guobiao Yi3
Author Affiliations
  • 1Aeronautics Engineering College, Air Force Engineering University, Xi’an 710038, Shaanxi , China
  • 2School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, Shaanxi , China
  • 3Unit 95696 of the Chinese People’s Liberation Army, 405200, Chongqing , China
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    References(27)

    [11] Wang J J, Wei J, Mei S H et al. An improved YOLOv3 for small object detection in remote sensing images[J]. Computer Engineering and Applications, 57, 133-141(2021).

    [12] LeCun Y, Denker J S, Solla S A. Optimal brain damage[J]. Advances in Neural Information Processing Systems, 2, 598-605(1989).

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    Guanrong Zhang, Xiang Chen, Yu Zhao, Jianjun Wang, Guobiao Yi. Lightweight YOLOv3 Algorithm for Small Object Detection[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1610008

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    Paper Information

    Category: Image Processing

    Received: Mar. 29, 2021

    Accepted: Jul. 13, 2021

    Published Online: Jul. 22, 2022

    The Author Email: Yu Zhao (5325975@qq.com)

    DOI:10.3788/LOP202259.1610008

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