Table 1 Statistics of different HSI datasets
From: Multilayer graph spectral analysis for hyperspectral images
HSI | Pixel size | # of bands | # of classes | # of labeled samples (percentage) | Average of pixel # per class | Std of pixel # per class |
|---|---|---|---|---|---|---|
IndianP | \(145\times 145\) | 200 | 16 | 10249 (48.75) | 640.6 | 650.15 |
PaviaU | \(610\times 340\) | 103 | 9 | 42776 (20.62) | 4752.9 | 5540.3 |
Salians | \(512\times 217\) | 204 | 16 | 54129 (48.72) | 3383.1 | 2774.7 |
SaliansA | \(83\times 86\) | 204 | 9 | 5348 (74.92) | 891.3 | 444.4 |