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

Table 3

Number of labeled training samples and testing samples of Salinas.

Class number	Class name	Training samples	Testing samples
1	Brocoli_green_weeds_1	503	1506
2	Brocoli_green_weeds_2	932	2794
3	Fallow	494	1482
4	Fallow_rough_plow	349	1045
5	Fallow_smooth	670	2008
6	Stubble	990	2969
7	Celery	895	2684
8	Grapes_untrained	2818	8453
9	Soil_vinyard_develop	1550	4653
10	Corn_senesced_green_weeds	820	2458
11	Lettuce_romaine_4wk	267	801
12	Lettuce_romaine_5wk	482	1445
13	Lettuce_romaine_6wk	229	687
14	Lettuce_romaine_7wk	268	802
15	Vinyard_untrained	1817	5451
16	Vinyard_vertical_trellis	452	1355
Total		13536	40593