Efficient Convolutional Network Learning using Parametric Log based Dual-Tree Wavelet ScatterNet

Amarjot Singh, Nick Kingsbury

We propose a DTCWT ScatterNet Convolutional Neural Network (DTSCNN) formed by replacing the first few layers of a CNN network with a parametric log based DTCWT ScatterNet. The Scat…