Convolution Neural Network Based on Two-Dimensional Spectrum for Hyperspectral Image Classification

Table 2

Number of labeled training samples and testing samples of Indian Pines.

Class number	Class name	Training samples	Testing samples
1	Alfalfa	35	11
2	Corn-no till	357	1071
3	Corn-min till	207	623
4	Corn	59	178
5	Grass-pasture	120	363
6	Grass-trees	182	548
7	Grass-pasture-mowed	21	7
8	Hay-windrowed	119	359
9	Oats	15	5
10	Soybean-no till	243	729
11	Soybean-min till	613	1842
12	Soybean-clean	148	445
13	Wheat	51	154
14	Woods	316	949
15	Buildings-grass-trees-drives	96	290
16	Stone-steel-towers	70	23
Total		2652	7597