Table 3.

Model structure parameters.

Parameter	GL-STRCN
Input size	[Batch size, 1, 24, 24]
Number of residual units	8
Convolution kernel size of global components	24 × 24
Convolution kernel size of local components	3 × 3
Convolution kernel step size of global components	0
Convolution kernel step size of local components	1
Dimensions of the LSTM/GRU input layer	1 × 576
Number of hidden layers of LSTM/GRU	12
Dimensions of the LSTM/GRU output layer	1 × 576
Activation function	Residual unit: ReLu; other: sigmoid