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MSc Graduation Project

"Image classification with Scattering Networks and Convolutional Networks"

Authors: (contributed equally)

  • Jonas MAISON
  • Antoine DELEUZE

Scattering for Image Recognition

Scattering transforms build invariant, stable and informative representations through a non-linear, unitary transform, which delocalizes signal information into scattering decomposition paths. They are computed with a cascade of wavelet modulus operators, and correspond to a convolutional network where filter coefficients are given by a wavelet operator.

Source: https://www.di.ens.fr/data/scattering/image/

Scattering transform