• Electronics Optics & Control
  • Vol. 27, Issue 10, 37 (2020)
REN Shuoliang, SUO Jidong, and TONG Yu
Author Affiliations
  • [in Chinese]
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    DOI: 10.3969/j.issn.1671-637x.2020.10.008 Cite this Article
    REN Shuoliang, SUO Jidong, TONG Yu. SAR Target Recognition Based on Convolution Neural Network and Transfer Learning[J]. Electronics Optics & Control, 2020, 27(10): 37 Copy Citation Text show less
    References

    [1] SHAO J Q, QU C W, LI J W.A performance analysis of convolutional neural network models in SAR target recognition[C]//SAR in Big Data Era:Models, Methods and Applications (BIGSARDATA), Beijing, 2017:1-6.

    [3] SHANG R H, WANG J M, JIAO L C, et al.SAR targets classification based on deep memory convolution neural networks and transfer parameters[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(8):2834-2846.

    [5] MUFTI M A, HADHRAMI E A, TAHA B, et al.Automatic target recognition in SAR images:comparison between pre-trained CNNs in a tranfer learning based approach[C]//International Conference on Artificial Intelligence and Big Data (ICAIBD), Chengdu, 2018:160-164.

    [7] PEI J F, HUANG Y, HUO W B, et al.SAR automatic target recognition based on multiview deep learning framework[J].IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(4):2196-2210.

    [9] ZAIED S, TOUMI A, KHENCHAF A.Target classification using convolutional deep learning and auto-encoder models[C]//The 4th International Conference on Advanced Technologies for Signal and Image Processing(ATSIP), 2018:1-6.

    [10] CHO J H, PARK C G.Additional feature CNN based automatic target recognition in SAR image[C]//Fourth Asian Conference on Defence Technology-Japan(ACDT), Tokyo, 2017.doi:10.1109/ACDTJ.2017.8259584.

    CLP Journals

    [1] YANG Ying, ZHU Weigang, QIU Linlin, LI Jiaxin, ZHU Bakun. A Survey of Research on Target Recognition via Limited SAR Samples Based on Transfer Learning[J]. Electronics Optics & Control, 2023, 30(12): 6

    REN Shuoliang, SUO Jidong, TONG Yu. SAR Target Recognition Based on Convolution Neural Network and Transfer Learning[J]. Electronics Optics & Control, 2020, 27(10): 37
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