VGG-like network configurations tested on (a) VIS images and (b) multiband images. We report the dimension (D) and number (F) of the filters used in the convolutional layers in the format D×D, F. We also indicate the pooling region (R) and the strides (S) in the pooling layers in the format R×R, /S. The numbers in square brackets indicate the dimension and number of the feature maps obtained as the output of the layers in the format [D×D×F] in the case of the convolutional layers, and the number of nodes in the format [N] in the case of the fully connected layers.