Electronics Optics & Control, Volume. 29, Issue 7, 69(2022)

Ground Small Target Detection Algorithm of UAV Based on Improved FFRCNN Network

SONG Jianhui1... WANG Siyu1, LIU Yanju1, YU Yang1 and CHI Yun2 |Show fewer author(s)
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    References(8)

    [2] [2] REDMON J, DIVVALA S, GIRSHICK R, et al.You only look once:unified, real-time object detection[C]//IEEE Conference on Computer Vision and Pattern Recognition(CVPR).Las Vegas:IEEE, 2016:379-387.

    [5] [5] KRISHNA H, JAWAHAR C V.Improving small object detection[C]//The 4th IAPR Asian Conference on Pattern Recognition.Nanjing:IEEE, 2017:340-345.

    [6] [6] REN Y, ZHU C, XIAO S.Small object detection in optical remote sensing images via modified faster R-CNN[J].Applied Sciences, 2018, 8(5):813-821.

    [13] [13] LIU W, ANGUELOV D, ERHAN D, et al.SSD:single shot multibox detector[C]//European Conference on Computer Vision.Cham:Springer, 2016:21-37.

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    [17] [17] 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.

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    SONG Jianhui, WANG Siyu, LIU Yanju, YU Yang, CHI Yun. Ground Small Target Detection Algorithm of UAV Based on Improved FFRCNN Network[J]. Electronics Optics & Control, 2022, 29(7): 69

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    Paper Information

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    Received: Jul. 13, 2021

    Accepted: --

    Published Online: Aug. 1, 2022

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2022.07.013

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