Deep Learning for Hyperspectral Data Classification through Exponential Momentum Deep Convolution Neural Networks

Table 1

Sixteen classes of Indian Pines dataset.

Class code	Ground object class	Number of training samples	Number of testing samples
C1	Alfalfa	30	24
C2	Corn-notill	734	700
C3	Corn-min	434	400
C4	Corn	134	100
C5	Grass/Pasture	297	200
C6	Grass/Trees	397	300
C7	Grass/pasture-mowed	16	10
C8	Hay-windrowed	289	200
C9	Oats	10	10
C10	Soybeans-notill	538	430
C11	Soybeans-min	1268	1200
C12	Soybean-clean	314	300
C13	Wheat	112	100
C14	Woods	694	600
C15	Bldg-Grass-Tree-Drives	190	190
C16	Stone-steel towers	50	45