Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)

Official PyTorch implementation of WSR (Towards Lighter and Faster: Learning Wavelets Progressively for Image Super-Resolution) accepted by ACMMM2020.

Pytorch implementation of forward and inverse Haar Wavelets 2D

No description available

Torch Wavelet KAN is a lightweight, efficient PyTorch implementation of Kolmogorov-Arnold Networks (KAN) using Learnable Morlet Wavelets.

Coarse-to-fine camouflaged object detection in PyTorch, augmenting SINet with discrete wavelets; trained on COD10K with BCE+Dice and standard metrics.