Fuzzy Classification of High Resolution Remote Sensing Scenes Using Visual Attention Features

Table 1

Main parameters of different methods.

Method	Parameter description	Parameter value
SBPC	Number of hidden layers	1
	Number of neurons in hidden layers	15
	Learning rate	0.01
	Maximum number of epochs to train	5000
ALRBPC	Number of hidden layers	1
	Number of neurons in hidden layers	15
	Learning rate	0.01
	Ratio to increase learning rate	1.05
	Ratio to decrease learning rate	0.7
	Maximum number of epochs to train	1000
GRNNC	Spread parameter	0.5
FC	Fuzzy parameter	0.2
	Fuzzy parameter	0.8
FC-VAF	Fuzzy parameter	0.2
	Fuzzy parameter	0.8
	Level of wavelet decomposition	2
	Number of VAF	4