Research Article
A Novel Convolutional Neural Network Architecture for SAR Target Recognition
Table 3
Accuracy for umbrella versus state-of-the-art method.
| | Method | Date | Train | Test | Acc(%) |
| | MSRC [25] | 2014 | 2747(17) | 3203(15) | 93.66 | | TSJR [26] | 2015 | 3671(17) | 3203(15) | 93.41 | | A-ConvNet [1] | 2016 | 2747(17) | 2426(15) | 99.13 | | DCHUN [15] | 2017 | 2000(15) | 2462(17) | 99.09 | | CNN-TL [16] | 2017 | 2747(17) | 2425(17) | 99.09 | | Umbrella | 2017 | 2000(17) | 2425(15) | 99.54 |
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The numbers 17 and 15 in parentheses indicate the shooting angle of SAR. The date denotes publication time.
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