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What is: Scattering Transform?

SourceInvariant Scattering Convolution Networks
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

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