• Electronics Optics & Control
  • Vol. 28, Issue 2, 59 (2021)
GAO Ruiming and LI Mingxing
Author Affiliations
  • [in Chinese]
  • show less
    DOI: 10.3969/j.issn.1671-637x.2021.02.012 Cite this Article
    GAO Ruiming, LI Mingxing. Aerial Target Recognition Based on CNN Processing of Modulation Spectrum Graphs[J]. Electronics Optics & Control, 2021, 28(2): 59 Copy Citation Text show less
    References

    [13] FENG X B,HUANG P K,XIAO Z H.Spectral estimation of periodically moving part modulation based on AIDME algorithm[J].Chinese Journal of Aeronautics,2004,17(3): 176-180.

    [17] ZEILER M D,FERGUS R.Visualizing and understanding convolutional networks[C]//European Conference on Computer Vision,2014: 818-833.

    [18] KIM Y.Convolutional neural networks for sentence classification[J].Eprint Arxiv,2014.doi: 10.3115/v1/D14-1181.

    [19] HINTON G E.Deep belief networks[J].Scholarpedia, 2009,4(5): 5947.

    [20] VINCENT P,LAROCHELLE H,BENGIO Y,et al.Extracting and composing robust features with denoising autoencoders[C]//The 25th International Conference on Machine Learning,2008: 1096-1103.

    [21] DENG L,YU D.Deep learning: methods and applications[J].Foundations and Trends in Signal Processing,2013, 7(3/4): 197-387.

    [22] SCHMIDHUBER J.Deep learning in neural networks: an overview[J].Neural Networks,2015,61: 85-117.

    [23] KRIZHEVSKY A,SUTSKEVER I,HINTON G E.Image-Net classification with deep convolutional neural networks[J].Communications of the ACM,2017,60(6): 84-90.

    [25] LI M,ZHANG T,CHEN Y Q,et al.Efficient mini-batch training for stochastic optimization[C]//Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,2014: 661-670.

    [26] QIAN Q,JIN R,YI J F,et al.Efficient distance metric learning by adaptive sampling and mini-batch Stochastic Gradient Descent (SGD)[J].Machine Learning,2015, 99(3): 353-372.

    CLP Journals

    [1] LYU Dongchao, LI Shaobo, PU Ruiqiang, ZHANG Qianfu, CHEN Guanglin, KUANG Huacong. A Review of Binocular-Vision Obstacle AvoidanceTechnology for Rotorcraft UAVs[J]. Electronics Optics & Control, 2023, 30(11): -1

    [2] LIN Siwei, XI Wanqiang, LI Qingyun, LIN Junzhi, LI Peng. 3D Path Planning of UAV in Complex Environment[J]. Electronics Optics & Control, 2023, 30(2): 31

    GAO Ruiming, LI Mingxing. Aerial Target Recognition Based on CNN Processing of Modulation Spectrum Graphs[J]. Electronics Optics & Control, 2021, 28(2): 59
    Download Citation