Research Article
Stacked Denoise Autoencoder Based Feature Extraction and Classification for Hyperspectral Images
Table 1
Class information of three datasets and the number of labeled samples in each class.
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BOT |
INP |
PU | ID | Class Name | ID | Class Name | ID | Class Name |
| 1 | Water (158) | 1 | Stone-steel Towers (95) | 1 | Asphalt (6631) | 2 | Floodplain (228) | 2 | Corn-notill (1434) | 2 | Meadows (18649) | 3 | Riparian (237) | 3 | Corn-min (834) | 3 | Gravel (2099) | 4 | Firescar (178) | 4 | Corn (234) | 4 | Trees (3064) | 5 | Island Interior (183) | 5 | Grass/Pasture (497) | 5 | Painted metal Sheets (1435) | 6 | Woodlands (199) | 6 | Grass/Trees (747) | 6 | Bare Soil (5029) | 7 | Savanna (162) | 7 | Building-Grass-Tree-Drives (380) | 7 | Bitumen (1330) | 8 | Mopane (124) | 8 | Hay-windrowed (489) | 8 | Self-Blocking Bricks (3682) | 9 | Exposed Soils (111) | 9 | Woods (1294) | 9 | Shadows (947) | | | 10 | Soybeans-notill (968) | | | | | 11 | Soybeans-min (2468) | | | | | 12 | Soybean-clean (614) | | | | | 13 | Wheat (212) | | |
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