• Laser & Optoelectronics Progress
  • Vol. 57, Issue 18, 182801 (2020)
Ye Li, Lei Zhang, Siyuan He*, Yunhua Zhang, and Guoqiang Zhu
Author Affiliations
  • Electronic Information School, Wuhan University, Wuhan, Hubei 430072, China
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    DOI: 10.3788/LOP57.182801 Cite this Article Set citation alerts
    Ye Li, Lei Zhang, Siyuan He, Yunhua Zhang, Guoqiang Zhu. Fast Classification Method for Targets Based on Geometric Model[J]. Laser & Optoelectronics Progress, 2020, 57(18): 182801 Copy Citation Text show less
    Schematic diagram of projection prediction of target region and shadow region
    Fig. 1. Schematic diagram of projection prediction of target region and shadow region
    Flow chart of feature prediction method
    Fig. 2. Flow chart of feature prediction method
    Geometric models of the three targets. (a) T72; (b) BMP2; (c) BTR70
    Fig. 3. Geometric models of the three targets. (a) T72; (b) BMP2; (c) BTR70
    SAR image of T72 tank. (a) Measured SAR image; (b) smoothed SAR image
    Fig. 4. SAR image of T72 tank. (a) Measured SAR image; (b) smoothed SAR image
    Matching results of T72 tank SAR image under different similarities. (a) SETM; (b) SESM; (c) SPTM; (d) SPSM
    Fig. 5. Matching results of T72 tank SAR image under different similarities. (a) SETM; (b) SESM; (c) SPTM; (d) SPSM
    SAR image of BTR70 armored vehicle. (a) Measured SAR image; (b) smoothed SAR image
    Fig. 6. SAR image of BTR70 armored vehicle. (a) Measured SAR image; (b) smoothed SAR image
    Matching results of BTR70 armored vehicle SAR image under different similarities. (a) SETM; (b) SESM; (c) SPTM; (d) SPSM
    Fig. 7. Matching results of BTR70 armored vehicle SAR image under different similarities. (a) SETM; (b) SESM; (c) SPTM; (d) SPSM
    Target modelSETMSESMSPTMSPSMSF
    T7295.19100.0098.1394.3596.81
    BMP262.2197.9297.0078.4482.18
    BTR7071.12100.0094.6876.9884.58
    Table 1. Similarities between the SAR image of T72 tank and three types of target modelsunit: %
    Target modelSETMSESMSPTMSPSMSF
    T72100.0086.0775.5994.8388.59
    BMP296.4476.81100.00100.0095.28
    BTR7095.9398.8597.4298.2997.42
    Table 2. Similarities between the SAR image of BTR70 armored vehicle and three types of target modelsunit: %
    Target typeTarget nameImage number
    T72A62299
    BMP2SN_9563233
    BTR70SN_C71233
    Table 3. Three groups of test data sets in MSTAR database
    Test setT72 modelBMP2 modelBTR70 model
    QuantityPercentage /%QuantityPercentage /%QuantityPercentage /%
    T72 (A62)29498.3278103.3445124.0134
    BMP2 (SN_9563)4619.742521993.99147933.9056
    BTR70 (SN_C71)4117.59669139.055822496.1373
    Table 4. Index results of three groups of test data sets
    Ye Li, Lei Zhang, Siyuan He, Yunhua Zhang, Guoqiang Zhu. Fast Classification Method for Targets Based on Geometric Model[J]. Laser & Optoelectronics Progress, 2020, 57(18): 182801
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