Table 1 Details of the land-cover types and the number of training, validation, and testing samples for IP and KSC data sets.
From: Adaptive pixel attention network for hyperspectral image classification
No. | Indian Pines (IP) (1%,0.1%,98.99%) | Kennedy Space Center (KSC) (1%,0.1%,98.99%) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Class | Col | Train | Val | Test | Class | Col | Train | Val | Test | |
1 | Alfalfa |
| 1 | 1 | 44 | Scrub |
| 8 | 1 | 752 |
2 | Com-no till |
| 14 | 1 | 1413 | Willow |
| 3 | 1 | 239 |
3 | Corn-min till |
| 9 | 1 | 820 | CP ham |
| 3 | 1 | 252 |
4 | Corn |
| 3 | 1 | 234 | Cp/O-ham |
| 3 | 1 | 248 |
5 | Grass/pasture |
| 5 | 1 | 479 | Slash-pine |
| 2 | 1 | 158 |
6 | Grass/trees |
| 8 | 1 | 721 | Oak/B-ham |
| 3 | 1 | 225 |
7 | Grass/pasture-m |
| 1 | 1 | 18 | HW swamp |
| 1 | 1 | 103 |
8 | Hay-windrowe |
| 5 | 1 | 472 | Graminoid |
| 5 | 1 | 425 |
9 | Oats |
| 1 | 1 | 18 | Spartina |
| 5 | 1 | 514 |
10 | Soybean-n |
| 10 | 1 | 961 | Cattail |
| 4 | 1 | 399 |
11 | Soybean-min |
| 25 | 2 | 2429 | Salt marsh |
| 4 | 1 | 414 |
12 | Soybean-clean |
| 6 | 1 | 586 | Mudflats |
| 5 | 1 | 497 |
13 | Wheat |
| 2 | 1 | 203 | Water |
| 10 | 1 | 916 |
14 | Woods |
| 13 | 1 | 1252 | Â | Â | Â | Â | Â |
15 | Buildings-G-T |
| 4 | 1 | 382 | Â | Â | Â | Â | Â |
16 | Stone-steel-t |
| 1 | 1 | 91 | Â | Â | Â | Â | Â |
| Â | Total | Â | 108 | 17 | 10124 | Total | Â | 56 | 13 | 5142 |
