chen-gui Goto Github PK

admm-diptv

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

bm3d_py

pure Python implementation of BM3D

cg_drr_3d_5d_python

Python version of Chen Gui's modified 3D and 5D damped rank-reduction method (DRR, also known as DMSSA)

code_twdec

Matlab code of TW Decomposition

complextorch

deep-complex-convolutional-network

Complex Convolutional Neural Network (UNet) for Magnetic Reasonance Imaging (MRI) reconstruction

deep_prior_interpolation

Interpolation of seismic data through Deep Priors

deeptensor

Low-Rank Tensor Decomposition with Deep Network Priors

diffseis

diffusion-model-111

dlpocs_reconstruction

fctn

High-Order Coupled Fully Connected Tensor Network Decomposition for Hyperspectral Image Super-Resolution. IEEE Geoscience and Remote Sensing Letters, 2022

geotensor

Geometric low-rank tensor completion for color image inpainting.

hosvd-microseismic-data

Application of Higher-Order Singular Value Decomposition (HOSVD) for a microseismic dataset.

ipi_rtc_fctn

jdas

Coherence-based Deep Learning denoising of DAS data

kdd2022-quatformer

Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting

mambair

A simple baseline for image restoration with state-space model.

matdrr

A Matlab package for the damped rank reduction method and its variants.

msc-multilinear-algebra

Collection of basic and advanced Tensor Algebra operations using Matlab and Python.

polarizemic

3-component seismic data polarization analysis code.

pydrr

A python package for the damped rank reduction method and its variants.

pydrr_new

A python package for the damped rank reduction method and its variants.

pylops

PyLops – A Linear-Operator Library for Python

pyortho

The Python package of the local orthogonalization algorithm (Chen and Fomel, 2015, Random noise attenuation using local signal-and-noise orthogonalization, Geophysics, WD1-WD9).

pypocs

Implement POCS with different proximal algorithms (HQS, ADMM, PD)

pyseismic

python tools for seismic ground-roll (surface wave) simulation

quaternion-gated-recurrent-unit-neural-network-qgru-

This repository contains information about the Quaternion Gated Recurrent Unit (https://www.researchgate.net/publication/334772948_Quaternion_Gated_Recurrent_Unit_Neural_Network)

reproducible_research

seismiclab

Matlab research tools to read, write and process seismic data