ShuaiHuang

ShuaiHuang

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Location:Shanghai,China

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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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AnomalyGPT

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

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ResUnet

Pytorch implementation of ResUnet and ResUnet ++

astra-toolbox

ASTRA Tomography Toolbox

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MultiResUNet

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

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tomopy

Tomographic Reconstruction in Python

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mirt

Michigan Image Reconstruction Toolbox (MIRT) - Matlab version

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qMRLab

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

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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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sepia

Matlab GUI pipeline application for quantitative susceptibility mapping (QSM)

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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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VUR-Net

PyTorch model VUR-Net for phase unwrapping

PhaseUnwrapping

2D&3D phase unwrapping plugins for Matlab

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tomocupy

tomography reconstruction on GPU

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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tofu

Helper scripts for tomographic reconstruction using the ufo-core framework

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shading-correction

Remove shading (or the un-even intensity background) of images

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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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ct-volumetric-rendering

Demo application - Volume rendering using ray casting algorithm

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Laminography

MATLAB code for laminography reconstruction using SIRT and CGLS

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ContributedTools

Contributed tools and algorithms using ASTRA

distortion_correction

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

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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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Astra-toolbox-Cone-templete

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

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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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lamino

GPU-based Conjugate-gradients solver for the laminography problem

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