Deep Learning, Image Processing, Convolutional Network, Machine Learning, Artificial Intelligence.
shifted circular harmonics. This causes each filter response to be equivariant to input rotations with order m. Image by Daniel Worrall. Harmonic networks design patch-wise 360-rotational equivariance into deep image representations, by constraining the filters to the family of circular harmonics.