Opto-Electronic Engineering, Volume. 51, Issue 5, 240051(2024)

Improved YOLOv7 algorithm for target detection in complex environments from UAV perspective

Runmei Zhang1...2,3,4, Yufei Xiao1, Zhennan Jia1, Zhong Chen1,2, Zihua Chen1,2, Bin Yuan1,2,3,4, Weiwei Cao4 and Weiwei Song3,* |Show fewer author(s)
Author Affiliations
  • 1School of Mechanical and Electrical Engineering, Anhui Jianzhu University, Hefei, Anhui 230601, China
  • 2Key Laboratory of Intelligent Manufacturing of Construction Machinery, Hefei, Anhui 230601, China
  • 3Anhui Simulation Design and Modern Manufacturing Engineering Technology Research Center, Huangshan, Anhui 242700, China
  • 4Key Laboratory of Civil Aviation Flight Technology and Flight Safety, Guanghan, Sichuan 618300, China
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    References(23)

    [18] L X Yang, R Y Zhang, L D Li et al. SimAM: a simple, parameter-free attention module for convolutional neural networks, 11863-11874(2021).

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    Runmei Zhang, Yufei Xiao, Zhennan Jia, Zhong Chen, Zihua Chen, Bin Yuan, Weiwei Cao, Weiwei Song. Improved YOLOv7 algorithm for target detection in complex environments from UAV perspective[J]. Opto-Electronic Engineering, 2024, 51(5): 240051

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    Paper Information

    Category: Article

    Received: Mar. 6, 2024

    Accepted: Apr. 24, 2024

    Published Online: Jul. 31, 2024

    The Author Email: Song Weiwei (宋娓娓)

    DOI:10.12086/oee.2024.240051

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