WEIMINGZHE

nnUNet

annot3d

Interactive annotation tool for 3D TIFF volumes with planar views, integrated automatic UNET predictions and live volume rendering for semi-automated semantic binary annotations.

Bayesian-Image-Super-Resolution

A Bayesian framework for Multi-Frame Image Super-Resolution. Based on "Bayesian Image Super-Resolution" (ME Tipping and CM Bishop, NeurIPS 2003)

ClearMap2

ClearMap 2.0 with WobblyStitcher, TubeMap and CellMap

Convolutional-Sparse-Representation-with-3D-Total-Variation

CSNet-Pytorch

Pytorch code for paper "Deep Networks for Compressed Image Sensing" and "Image Compressed Sensing Using Convolutional Neural Network"

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

DPR-Project

ED_Denoising

Electron density maps denoising algorithms implementation

EE367_Project_WNNM_denoising

Stanford EE367 (Computational Imaging) Final Project: Implementation of the Weighted Nuclear Norm Minimization for image denoising.

F-Conv

Code of TPAMI 2022

FastTVD

Fast Total Variation Denoising and Speckle Denoising Utilizing GPUs and Multi-Core CPUs

gputools

GPU accelerated image/volume processing in Python

Handheld-Multi-Frame-Super-Resolution-1

Handheld Multi-image Super-resolution [Wronski et al., SIGGRAPH19]. Non-official GPU-supported Python implementation.

HTV-Learn

Hessian Total-Variation Regularization for Supervised Learning

IDR

Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

mrtrix3

MRtrix3 provides a set of tools to perform various advanced diffusion MRI analyses, including constrained spherical deconvolution (CSD), probabilistic tractography, track-density imaging, and apparent fibre density

plug_and_play_admm

A simple Pytorch implementation of plug and play ADMM with examples

polaris

proxTV

Matlab and Python toolbox for fast Total Variation proximity operators

pystripe

An image processing package for removing streaks from SPIM images

PyTV-4D

Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Chambolle & Pock, ...)

pywt

PyWavelets - Wavelet Transforms in Python

sdeconv

2D and 3D image deconvolution with python

udvd

Unsupervised Deep Video Denoising, ICCV 2021

video-enhancement

A list of resources for video enhancement, including video super-resolutio, interpolation, denoising, compression artifact removal et al..

zdxlovedjx

I made this homepage for my girlfriend, in purpose of recording some memorizable occasions. And if you want, you can copy and modify this template as the gift to your girlfriend or wife.