Spectral-Spatial Attention Transformer with Dense Connection for Hyperspectral Image Classification

Table 4

Samples information for the Salinas dataset.

No.	Class	Total	Train	Test
1	Brocoli_green_weeds_1	2009	201	1808
2	Brocoli_green_weeds_2	3726	373	3353
3	Fallow	1976	198	1778
4	Fallow_rough_plow	1394	140	1254
5	Fallow_smooth	2678	268	2410
6	Stubble	3959	396	3563
7	Celery	3579	358	3221
8	Grapes_untrained	11,271	1128	10143
9	Soil_vinyard_develop	6203	621	5582
10	Corn_senesced_green_weeds	3278	328	2950
11	Lettuce_romaine_4wk	1068	107	961
12	Lettuce_romaine_5wk	1927	193	1734
13	Lettuce_romaine_6wk	916	92	824
14	Lettuce_romaine_7wk	1070	107	963
15	Vinyard_untrained	7268	727	6541
16	Vinyard_vertical_trellis	1807	181	1626
Total		54,129	5418	48,711