Electronics Optics & Control, Volume. 28, Issue 6, 52(2021)

A Ship Target Detection Algorithm Based on Improved YOLO V3

JIANG Wenzhi1... LI Bingzhen1,2, GU Jiaojiao1 and LIU Ke1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(9)

    [1] [1] UIJLINGS J R R,VAN DE SANDE K E A,GEVERS T,et al.Selective search for object recognition[J].International Journal of Computer Vision,2013,104(2):154-171.

    [2] [2] GIRSHICK R.Fast R-CNN[C]//Proceedings of ICCV 2015,2015:1440-1448.

    [3] [3] HE K M,GKIOXARI G,DOLLAR P,et al.Mask R-CNN[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2020,42(2):386-397.

    [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]//Proceedings of CVPR 2015, 2015: 779-788.

    [6] [6] REDMON J,FARHADI A.YOLO9000:better,faster,stronger [C]//IEEE Conference on Computer Vision and Pattern Recognition,2017:6517-6525.

    [7] [7] LIU W, ANGUELOV D,ERHAN D,et al.SSD:single shot multibox detector[C]//European Conference on Compu-ter Vision,2016:21-37.

    [8] [8] FU C Y,LIU W,RANGA A,et al.DSSD:deconvolutional single shot detector[C/OL]//IEEE Conference on Computer Vision and Pattern Recognition[2020-06-02].https://arxiv.org/pdf/1701.06659.pdf.

    [9] [9] REDMON J,FARHADI A.YOLOv3:an incremental improvement[C/OL]//IEEE Conference on Computer Vision and Pattern Recognition[2020-06-03].https://arxiv.org/pdf/1804.02767v1.pdf.

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    JIANG Wenzhi, LI Bingzhen, GU Jiaojiao, LIU Ke. A Ship Target Detection Algorithm Based on Improved YOLO V3[J]. Electronics Optics & Control, 2021, 28(6): 52

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    Paper Information

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    Received: Jun. 13, 2020

    Accepted: --

    Published Online: Jul. 16, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2021.06.012

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