• Infrared and Laser Engineering
  • Vol. 50, Issue 4, 20200236 (2021)
Youlong Wu
Author Affiliations
  • Hunan Institute of Technology, Hengyang 421002, China
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    DOI: 10.3788/IRLA20200236 Cite this Article
    Youlong Wu. Multivariate empirical mode decomposition with application to SAR image target recognition[J]. Infrared and Laser Engineering, 2021, 50(4): 20200236 Copy Citation Text show less
    Implementation of SAR target recognition based on MEMD
    Fig. 1. Implementation of SAR target recognition based on MEMD
    Optic and SAR images of 10 MSTAR targets
    Fig. 2. Optic and SAR images of 10 MSTAR targets
    Results of the proposed method for 10-class recognition problem
    Fig. 3. Results of the proposed method for 10-class recognition problem
    Comparison of different methods for recognition problem of depression angle variance
    Fig. 4. Comparison of different methods for recognition problem of depression angle variance
    Comparison of different methods for recognition problem of noise corruption
    Fig. 5. Comparison of different methods for recognition problem of noise corruption
    Comparison of different methods for recognition problem of target occlusion
    Fig. 6. Comparison of different methods for recognition problem of target occlusion
    ClassTraining setTest set
    BMP2233195
    BTR70233196
    T72232196
    T62299273
    BRDM2298274
    BTR60256195
    ZSU23/4299274
    D7299274
    ZIL131299274
    2S1299274
    Table 1. [in Chinese]
    Method typeAverage recognition rate
    Proposed99.28%
    Monogenic98.94%
    BEMD99.02%
    CNN99.08%
    Table 2. [in Chinese]
    Depression angle2S1BDRM2ZSU23/4
    Training set17°299298299
    Test set30°288287288
    45°303303303
    Table 3. [in Chinese]
    Youlong Wu. Multivariate empirical mode decomposition with application to SAR image target recognition[J]. Infrared and Laser Engineering, 2021, 50(4): 20200236
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