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wavelet-transform

PyWavelets - Wavelet Transforms in Python

Python
2187
17 天前

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

Python
1048
2 年前

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

Python
697
3 个月前

Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.

Java
477
6 年前

Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)

Python
403
9 个月前

Differentiable fast wavelet transforms in PyTorch with GPU support.

Python
346
15 天前

The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.

Jupyter Notebook
326
3 个月前

A Discrete Fourier Transform (DFT), a Fast Wavelet Transform (FWT), and a Wavelet Packet Transform (WPT) algorithm in 1-D, 2-D, and 3-D using normalized orthogonal (orthonormal) Haar, Coiflet, Daubechie, Legendre and normalized biorthognal wavelets in Java.

Java
221
1 年前

PyTorch implementation for "WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis" (DGM4MICCAI 2024)

Python
92
6 个月前

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

Python
87
1 个月前

2D discrete Wavelet Transform for Image Classification and Segmentation

Python
84
3 个月前

implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)

Jupyter Notebook
78
2 年前

[CVPR 2024] Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts

Python
76
1 年前

Python wrapper for CurveLab's 2D and 3D curvelet transforms

Jupyter Notebook
73
2 年前

python_wavelet_digital_watermarking

Python
68
8 年前

This repository is the source code for Wavelet-HFCM of the paper 'Time Series Forecasting based on High-Order Fuzzy Cognitive Maps and Wavelet Transform'

Python
53
3 年前