Infrared and Laser Engineering, Volume. 52, Issue 10, 20230010(2023)

Research on LSTM method of high dynamic dim and small targets detection for space-based infrared early warning

Guang Zhai, Shengran Hu, and Yiyong Sun*
Author Affiliations
  • School of Aerospace Engineering, Beijing Institute of Technology, Beijing 100081, China
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    References(18)

    [1] [1] Deshpe S D, Er M H, Venkateswarlu R, et al. Maxmean maxmedian filters f detection of small targets[C]Proceedings of SPIE, 1999, 3809: 74–83.

    [5] [5] Falconer D G. Target tracking with the hough transfm[C]1977 11th Asilomar Conference on Circuits, Systems Computers, 1977. Conference Recd. IEEE, 1977: 249252.

    [11] [11] Bochkovskiy A, Wang C Y, Liao H Y M. Yolov4: optimal speed accuracy of object detection[EBOL]. (20200423)[20230105]. https:arxiv.gabs2004.10934.

    [17] [17] Powers D M W. Evaluation: from precision, recall Fmeasure to ROC, infmedness, markedness crelation[EBOL]. (20201011)[20230105]. https:arxiv.gabs2010.16061.

    [18] [18] Jocher G. Comprehensive guide to ultralytics YOLOv5[EBOL]. [20230105]. https:docs.ultralytics.comyolov5.

    CLP Journals

    [1] Shiran GE, Ruikai LIU, Na LI, Huijie ZHAO. Intelligent suppression of infrared dim and small target detection method under complex space backgrounds[J]. Infrared and Laser Engineering, 2024, 53(11): 20240290

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    Guang Zhai, Shengran Hu, Yiyong Sun. Research on LSTM method of high dynamic dim and small targets detection for space-based infrared early warning[J]. Infrared and Laser Engineering, 2023, 52(10): 20230010

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    Paper Information

    Category: Image processing

    Received: Jan. 5, 2023

    Accepted: --

    Published Online: Nov. 21, 2023

    The Author Email: Sun Yiyong (.sunyy@bit.edu.cn)

    DOI:10.3788/IRLA20230010

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