Electronics Optics & Control, Volume. 32, Issue 5, 86(2025)

Small Target Detection in UAV Aerial Photography Based on Improved SSD

LIU Qingqing, WU Nan, LIU Mingjiang, WU Hengfei, and SHENG Yuxin
Author Affiliations
  • Nanjing University of Information Science and Technology, Nanjing 210000, China
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    References(6)

    [2] [2] GIRSHICK R, DONAHUE J, DARRELL T, et al. Rich feature hierarchies for accurate object detection and semantic segmentation[C]//Conference on Computer Vision and Pattern Recognition(CVPR). Columbus: IEEE, 2014: 580-587.

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    [4] [4] REN S Q, HE K M, GIRSHICK R, et al. Faster R-CNN: towards real-time object detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, 39(6): 1137-1149.

    [5] [5] REDMON J, DIVVALA S, GIRSHICK R, et al. You only look once: unified, real-time object detection[C]//Conference on Computer Vision and Pattern Recognition(CVPR). Las Vegas: IEEE, 2016: 779-788.

    [6] [6] LIU W, ANGUELOV D, ERHAN D, et al. SSD: single shot multibox detector[C]//European Conference on Computer Vision(ECCV). Amsterdam: Springer, 2016: 21-37.

    [9] [9] LI X L, LI X W, GUAN S J, et al. Trident SSD: a trident single-shot multibox object detector with deconvolution[J]. Journal of Physics: Conference Series, 2020, 1631(1): 012182.

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    LIU Qingqing, WU Nan, LIU Mingjiang, WU Hengfei, SHENG Yuxin. Small Target Detection in UAV Aerial Photography Based on Improved SSD[J]. Electronics Optics & Control, 2025, 32(5): 86

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    Paper Information

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    Received: Apr. 9, 2024

    Accepted: May. 13, 2025

    Published Online: May. 13, 2025

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2025.05.014

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