ScatNet

2000년 도입 · 논문 5편에서 사용

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

출처: Invariant Scattering Convolution Networks

소개 논문: Invariant Scattering Convolution Networks