Research Article
Convolution Neural Network Based on Two-Dimensional Spectrum for Hyperspectral Image Classification
Table 2
Number of labeled training samples and testing samples of Indian Pines.
| Class number | Class name | Training samples | Testing samples |
| 1 | Alfalfa | 35 | 11 | 2 | Corn-no till | 357 | 1071 | 3 | Corn-min till | 207 | 623 | 4 | Corn | 59 | 178 | 5 | Grass-pasture | 120 | 363 | 6 | Grass-trees | 182 | 548 | 7 | Grass-pasture-mowed | 21 | 7 | 8 | Hay-windrowed | 119 | 359 | 9 | Oats | 15 | 5 | 10 | Soybean-no till | 243 | 729 | 11 | Soybean-min till | 613 | 1842 | 12 | Soybean-clean | 148 | 445 | 13 | Wheat | 51 | 154 | 14 | Woods | 316 | 949 | 15 | Buildings-grass-trees-drives | 96 | 290 | 16 | Stone-steel-towers | 70 | 23 | Total | ā | 2652 | 7597 |
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