FMRSS Net: Fast Matrix Representation-Based Spectral-Spatial Feature Learning Convolutional Neural Network for Hyperspectral Image Classification

Table 9

Computation cost with different neural networks on the two datasets.

Frameworks	Classification accuracy ()		Parameters number	Processing time (s)
	Indian Pines	Salinas		Indian Pines	Salinas
1D vector representation	90.44	92.75	82156	2700	9100
2D matrix representation	97.74	99.29	21384	900	3600