Overview of Hyperspectral Image Classification

Table 2

Comparison of the effects of deep learning classification methods.

Network model	OA	Spectral feature; AA	K	OA	Spatial feature; AA	K	OA	Spectral-spatial feature; AA	K
CNN	92.3	92.6	90.4	94.0	97.6	92.4	99.5	99.8	99.6
DBN	95.1	94.0	93.7	98.1	97.3	97.6	98.5	97.9	98.0
SAE	96.5	95.1	95.3	98.7	98.0	98.1	99.0	98.4	98.8