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.

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)