This paper proposes a new neural network structure for image processing whose convolutional layers, instead of using kernels with fixed coefficients, use space-variant coefficients. The adoption this strategy allows the system to adapt its behavior according spatial characteristics input data. type layers performs, as we demonstrate, non-linear transfer function. features generated by these com...