ShuaiHuang's starred repositories
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
AnomalyGPT
[AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models
astra-toolbox
ASTRA Tomography Toolbox
MultiResUNet
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
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.
PhaseUnwrapping
2D&3D phase unwrapping plugins for Matlab
astra-toolbox-for-cone-beam
This is a collection of Python scripts for implementing ASTRA Toolbox for cone-beam X-ray CT reconstruction.
shading-correction
Remove shading (or the un-even intensity background) of images
SART-SAGAN
Iterative SART algorithm with Self Attention GAN based signal prior for reconstruction of low-dose, sparse-view and limited-angle CT
ct-volumetric-rendering
Demo application - Volume rendering using ray casting algorithm
Laminography
MATLAB code for laminography reconstruction using SIRT and CGLS
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.
B0-review-2022
Code to accompany Haskell et al., 2022 review paper on off resonance (B0) artifact correction
Astra-toolbox-Cone-templete
Astra-toolbox for cone beam reconstruction templete driven by c++
A-Novel-Cone-Beam-Computed-Laminography-Reconstruction-PTAR-POCS
reconstruction code for matlab
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...