Research Article
Convolution Neural Network Based on Two-Dimensional Spectrum for Hyperspectral Image Classification
Table 4
Number of labeled training samples and testing samples of KSC.
| Class number | Class name | Training samples | Testing samples |
| 1 | Scrub | 190 | 571 | 2 | Willow swamp | 60 | 183 | 3 | CP hammock | 64 | 192 | 4 | Slash pine | 63 | 189 | 5 | Oak/broadleaf | 40 | 121 | 6 | Hardwood | 58 | 171 | 7 | Swamp | 27 | 78 | 8 | Graminoid marsh | 108 | 323 | 9 | Spartina marsh | 130 | 390 | 10 | Cattail marsh | 101 | 303 | 11 | Salt marsh | 105 | 314 | 12 | Mud flats | 126 | 377 | 13 | Water | 232 | 695 | Total | ā | 1304 | 3907 |
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