SymNet: Symmetrical Filters in Convolutional Neural Networks

Gregory Dzhezyan, Hubert Cecotti

Symmetry is present in nature and science. In image processing, kernels for spatial filtering possess some symmetry (e.g. Sobel operators, Gaussian, Laplacian). Convolutional layer…