• Electronics Optics & Control
  • Vol. 29, Issue 5, 1 (2022)
ZHANG Peng1, TIAN Gang1, ZOU Jinlin1, ZHANG Jianye2, and WU Xianning3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    DOI: 10.3969/j.issn.1671-637x.2022.05.001 Cite this Article
    ZHANG Peng, TIAN Gang, ZOU Jinlin, ZHANG Jianye, WU Xianning. A Satellite-UAV Cooperative Target Detection Method Based on YOLO[J]. Electronics Optics & Control, 2022, 29(5): 1 Copy Citation Text show less
    References

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

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

    [3] FU C Y, LIU W, RANGA A, et al.DSSD:deconvolutional single shot detector[J].arXiv preprint, arXiv:1701.06659, 2017.

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

    [5] GIRSHICK R.Fast R-CNN[C]//Proceedings of the IEEE Computer Society Conference on Computer Vision & Pattern Recognition (CVPR).Santiago:IEEE, 2015:1440-1448.

    [6] 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.

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

    [8] HE K M, ZHANG X Y, REN S Q, et al.Spatial pyramid pooling in deep convolutional networks for visual recognition[J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(9):1904-1916.

    [12] BOCHKOVSKIY A, WANG C Y, LIAO H Y M.YOLOv4:optimal speed and accuracy of object tetection[J].arXiv preprint, arXiv:2004.10934, 2020.

    [13] LIU Z, LI J G, SHEN Z Q, et al.Learning efficient convolutional networks through network slimming[C]//IEEE International Conference on Computer Vision (ICCV).Venice:IEEE, 2017:2755-2763.

    [14] HAN S, POOL J, TRAN J, et al.Learning both weights and connections for efficient neural networks[J].arXiv preprint, arXiv:1506.02626, 2015.

    [15] LUO J H, WU J X.An entropy-based pruning method for CNN compression[J].arXiv preprint, arXiv:1706.05791, 2017.

    [16] LI H, KADAV A, DURDANOVIC I, et al.Pruning filters for efficient ConvNets[J].arXiv preprint, arXiv:1608.08710, 2016.

    [17] IOFFE S, SZWGEDY C.Batch normalization:accelerating deep network training by reducing internal covariate shift [J].arXiv preprint, arXiv:1502.03167, 2015.

    ZHANG Peng, TIAN Gang, ZOU Jinlin, ZHANG Jianye, WU Xianning. A Satellite-UAV Cooperative Target Detection Method Based on YOLO[J]. Electronics Optics & Control, 2022, 29(5): 1
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