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

30 Aug 2017Amarjot SinghNick 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 ScatterNet extracts edge based invariant representations that are used by the later layers of the CNN to learn high-level features... (read more)

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