Assessing Rotation-Invariant Feature Classification for Automated Wildebeest Population Counts
Fig 1
The basis functions, Uj, k, for performing convolutions are constructed from Fourier modes on concentric circles.
The parameter j determines the radial distance from the centre of the object, while k is the wavenumber. The images show the real and imaginary part of the basis function.