ShuaiHuang

ShuaiHuang

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Location:Shanghai,China

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ShuaiHuang's starred repositories

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TIGRE

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

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Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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meshio

:spider_web: input/output for many mesh formats

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tomopy

Tomographic Reconstruction in Python

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tomocupy

tomography reconstruction on GPU

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astra-toolbox-for-cone-beam

This is a collection of Python scripts for implementing ASTRA Toolbox for cone-beam X-ray CT reconstruction.

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mirt

Michigan Image Reconstruction Toolbox (MIRT) - Matlab version

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B0-review-2022

Code to accompany Haskell et al., 2022 review paper on off resonance (B0) artifact correction

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tofu

Helper scripts for tomographic reconstruction using the ufo-core framework

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ContributedTools

Contributed tools and algorithms using ASTRA

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VUR-Net

PyTorch model VUR-Net for phase unwrapping

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PhaseUnwrapping

2D&3D phase unwrapping plugins for Matlab

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sepia

Matlab GUI pipeline application for quantitative susceptibility mapping (QSM)

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qMRLab

Quantitative MRI Made Easy with qMRLab: MRI software for data Simulation, analysis and visualization

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Laminography

MATLAB code for laminography reconstruction using SIRT and CGLS

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lamino

GPU-based Conjugate-gradients solver for the laminography problem

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AnomalyGPT

[AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

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VTK-CT_Visualizer-DICOM

A simple VTK scientific visualizer to visualize the CT data of DICOM format in either volume or surface rendering with features such as transformation, camera, lighting, property, colour, etc...

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ct-volumetric-rendering

Demo application - Volume rendering using ray casting algorithm

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distortion_correction

Distortion correction for MRI data acquired with strong B0 inhomogeneities, such as in permanent magnet low field MRI.

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AXI_PCB_defect_detection

This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards. Proprietary AXI image dataset is not included in this repo. Users can use their own datasets on top of the OOP data extraction layer and neural network models implemented here.

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Astra-toolbox-Cone-templete

Astra-toolbox for cone beam reconstruction templete driven by c++

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open_iA

A tool for the visual analysis and processing of volumetric datasets, with a focus on industrial computed tomography.

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pySART

Tomographic reconstruction using the Simultaneous Algebraic Reconstruction Technique (SART) implemented in python.

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SART-SAGAN

Iterative SART algorithm with Self Attention GAN based signal prior for reconstruction of low-dose, sparse-view and limited-angle CT

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astra-toolbox

ASTRA Tomography Toolbox

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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