Infrared and Laser Engineering, Volume. 51, Issue 5, 20210372(2022)

Infrared image target recognition method based on selected deep features

Shasha Liao
Author Affiliations
  • College of Information Engineering, Chaohu University, Hefei 238000, China
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    Figures & Tables(5)
    Architecture of ResNet
    Procedure of infrared imagery target recognition based on selected deep features
    Comparison of reuslts from different methods on the simulated noisy test samples
    Comparison of reuslts from different methods on the simulated occluded test samples
    • Table 1. Comparison of reuslts from different methods on the orginal test samples

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      Table 1. Comparison of reuslts from different methods on the orginal test samples

      MethodAverage recognition rate
      Proposed98.4%
      SVM94.5%
      SRC95.1%
      CNN96.6%
      JSR-Deep97.8%
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    Shasha Liao. Infrared image target recognition method based on selected deep features[J]. Infrared and Laser Engineering, 2022, 51(5): 20210372

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    Paper Information

    Category: Infrared technology and application

    Received: Dec. 1, 2021

    Accepted: --

    Published Online: Jun. 14, 2022

    The Author Email:

    DOI:10.3788/IRLA20210372

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