Research Article
[Retracted] Few Samples of SAR Automatic Target Recognition Based on Enhanced-Shape CNN
Table 6
Recognition rate on different sizes of training set.
| Method | Training dataset size | 100% | 50% | 25% | 12.5% |
| CNN | 99.11 | 97.65 | 95.92 | 85.37 | Enhanced-shape CNN | 99.29 | 98.83 | 98.15 | 89.93 | ARGN [37] | 98 | 97.28 | — | — | DS-AE Net [38] | 99.30 | 98.06 | 95.42 | — | TAI-SARNET [39] | 97.97 | 93.22% | 88.69 | 76.27 |
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