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

Table 4

Number of labeled training samples and testing samples of KSC.

Class number	Class name	Training samples	Testing samples
1	Scrub	190	571
2	Willow swamp	60	183
3	CP hammock	64	192
4	Slash pine	63	189
5	Oak/broadleaf	40	121
6	Hardwood	58	171
7	Swamp	27	78
8	Graminoid marsh	108	323
9	Spartina marsh	130	390
10	Cattail marsh	101	303
11	Salt marsh	105	314
12	Mud flats	126	377
13	Water	232	695
Total		1304	3907