Electronics Optics & Control, Volume. 30, Issue 8, 68(2023)

Infrared Multi-scale Target Detection Network Based on Single-Stage Receptive Field Enhancement

ZHENG Lu1...2, ZHOU Tongtong1,2, YE Zecong1,2 and PENG Yueping3 |Show fewer author(s)
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  • 1[in Chinese]
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  • 3[in Chinese]
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    References(9)

    [1] [1] LIU M,DU H Y,ZHAO Y J,et al.Image small target detection based on deep learning with SNR controlled sample generation[M]//WANG S X.Current trends in computer science and mechanical automation.Warsaw:De Gruyter Open Poland,2018:211-220.

    [2] [2] LIN L K,WANG S Y,TANG Z X.Using deep learning to detect small targets in infrared oversampling images[J].Journal of Systems Engineering and Electronics,2018,29(5):947-952.

    [3] [3] XU X,SUN Y W,DING L H,et al.A novel infrared small target detection algorithm based on deep learning[C]//Proceedings of the 4th International Conference on Advances in Image Processing.New York:Association for Computing Machinery,2020:8-14.

    [6] [6] ZHAO D,ZHOU H X,RANG S H,et al.An adaptation of CNN for small target detection in the infrared[C]//IEEE International Geoscience and Remote Sensing Symposium.Valencia:IEEE,2018:669-672.

    [8] [8] ZHANG Y,ZHANG Y,SHI Z G,et al.Design and training of deep CNN-based fast detector in infrared SUAV surveillance system[J].IEEE Access,2019,7:137365-137377.

    [10] [10] SANDLER M,HOWARD A,ZHU M L,et al.MobileNetV2:inverted residuals and linear bottlenecks[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition.Salt Lake City:IEEE,2018:4510-4520.

    [11] [11] HOWARD A G,ZHU M L,CHEN B,et al.MobileNets:efficient convolutional neural networks for mobile vision applications[EB/OL].(2017-04-17)[2022-07-25].https://arxiv.org/abs/1704.04861.

    [12] [12] CHEN Q,WANG Y M,YANG T,et al.You only look one-level feature[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition.Nashville:IEEE, 2021:13034-13043.

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    ZHENG Lu, ZHOU Tongtong, YE Zecong, PENG Yueping. Infrared Multi-scale Target Detection Network Based on Single-Stage Receptive Field Enhancement[J]. Electronics Optics & Control, 2023, 30(8): 68

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    Paper Information

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    Received: Jul. 25, 2022

    Accepted: --

    Published Online: Jan. 17, 2024

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2023.08.012

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