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math.SP2022
On a Nonlocal Integral Operator Commuting with the Laplacian and the Sturm-Liouville Problem I: Low Rank Perturbations of the Operator
Lotfi Hermi, Naoki Saito
We reformulate all general real coupled self-adjoint boundary value problems as integral operators and show that they are all finite rank perturbations of the free space Green's fu…
eess.AS2022
The Scattering Transform Network with Generalized Morse Wavelets and Its Application to Music Genre Classification
Wai Ho Chak, Naoki Saito, David Weber
We propose to use the Generalized Morse Wavelets (GMWs) instead of commonly-used Morlet (or Gabor) wavelets in the Scattering Transform Network (STN), which we call the GMW-STN, fo…
eess.IV2022★ 1 cited
Monogenic Wavelet Scattering Network for Texture Image Classification
Wai Ho Chak, Naoki Saito
The scattering transform network (STN), which has a similar structure as that of a popular convolutional neural network except its use of predefined convolution filters and a small…