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

Table 5

Number of labeled training samples and testing samples of Botswana.

Class number	Class name	Training samples	Testing samples
1	Water	67	203
2	Hippo grass	25	76
3	Floodplain grasses 1	62	189
4	Floodplain grasses 2	53	162
5	Reeds	67	202
6	Riparian	67	202
7	Firescar	64	195
8	Island interior	50	153
9	Acacia woodlands	78	236
10	Acacia shrublands	62	186
11	Acacia grasslands	76	229
12	Short mopane	45	136
13	Mixed mopane	67	201
14	Exposed soils	23	72
Total		806	2442