Efficient Convolutional Network Learning using Parametric Log based Dual-Tree Wavelet ScatterNetcs.LG
Proposes a new CNN using DTCWT ScatterNet for efficient learning.
problem Training efficiency and feature extraction in CNNs.
method Replaces CNN's first layers with a parametric log based DTCWT ScatterNet.
result Improves training efficiency and learns complex patterns early.