Research Article
Convolution Neural Network Based on Two-Dimensional Spectrum for Hyperspectral Image Classification
Table 3
Number of labeled training samples and testing samples of Salinas.
| Class number | Class name | Training samples | Testing samples |
| 1 | Brocoli_green_weeds_1 | 503 | 1506 | 2 | Brocoli_green_weeds_2 | 932 | 2794 | 3 | Fallow | 494 | 1482 | 4 | Fallow_rough_plow | 349 | 1045 | 5 | Fallow_smooth | 670 | 2008 | 6 | Stubble | 990 | 2969 | 7 | Celery | 895 | 2684 | 8 | Grapes_untrained | 2818 | 8453 | 9 | Soil_vinyard_develop | 1550 | 4653 | 10 | Corn_senesced_green_weeds | 820 | 2458 | 11 | Lettuce_romaine_4wk | 267 | 801 | 12 | Lettuce_romaine_5wk | 482 | 1445 | 13 | Lettuce_romaine_6wk | 229 | 687 | 14 | Lettuce_romaine_7wk | 268 | 802 | 15 | Vinyard_untrained | 1817 | 5451 | 16 | Vinyard_vertical_trellis | 452 | 1355 | Total | ā | 13536 | 40593 |
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