Research Article
Sparse Representation Based SAR Vehicle Recognition along with Aspect Angle
Table 2
Recognition accuracy (%) on MSTAR with different feature dimensions (
,
, and
).
| Dims. () | 20 | 40 | 60 | 80 | 100 | 120 | Avg. |
| Linear SVM | 80.56 | 90.79 | 90.62 | 90.79 | 90.96 | 91.14 | 89.14 | KSVM | 82.43 | 92.33 | 92.67 | 92.84 | 93.01 | 92.16 | 90.91 | SRC | 92.33 | 98.81 | 98.47 | 98.64 | 97.96 | 97.78 | 97.33 |
| SRCA | 93.01 | 99.66 | 99.83 | 99.66 | 99.66 | 99.83 | 98.61 |
|
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