Table 1 Information on the more popular datasets in HSI semantic segmentation used in this paper, SP stands for Spectral Bands [5]
From: CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering
Dataset | Sensor | SB | # of Classes | # of Pixels | # of Labeled Pixels | % of Labeled Pixels |
|---|---|---|---|---|---|---|
Indian Pines | AVIRIS | 200 | 16 | 21,025 | 10,249 | 48.75 |
Salinas | AVIRIS | 204 | 16 | 111,104 | 54,129 | 48.71 |
Pavia University | ROSIS | 103 | 9 | 207,400 | 42,776 | 20.62 |
KSC | AVIRIS | 176 | 13 | 314,368 | 5211 | 0.017 |
Botswana | NASA EO-1 | 145 | 14 | 377,856 | 3248 | 0.009 |
Houston | ITRES CASI 1500 | 144 | 15 | 664,845 | 17,270 | 2.60 |