Image Representations

Scattering Transform

Introduced by Bruna et al. in Invariant Scattering Convolution Networks

A wavelet scattering transform computes a translation invariant representation, which is stable to deformation, using a deep convolution network architecture. It computes non-linear invariants with modulus and averaging pooling functions. It helps to eliminate the image variability due to translation and is stable to deformations.

Image source: Bruna and Mallat

Papers

Paper Code Results Date Stars