Haiqiao Wang's repositories
GAN-for-Synthesizing-CT-from-T2-Weighted-MRI-data-towards-MR-guided-Radiation-Treatment
In medical domain cross modality image synthesis suffers from multiple issues such as context-misalignment, image distortion, image blurriness, and loss of details. The fundamental objective behind this study is to address these issues in estimating synthetic Computed tomography (sCT) scans from T2-weighted Magnetic Resonance Imaging (MRI) scans in order to achieve MRI-guided Radiation Treatment (RT).
MedicalImageProcess
医学图像处理相关的代码
SoTA-Point-Cloud
🔥Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)
Szu-Image-Processing-homework-Qt
环境:VS2019+Qt5.15.2+opencv4.5.3
3D-CycleGan-Pytorch-MedImaging
Pytorch pipeline for 3D image domain translation using Cycle-Generative-Adversarial-networks, without paired examples.
BANA
An official implementation of "Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation" (CVPR 2021) in PyTorch.
Color_Transfer_Histogram_Analogy
[CGI 2020] The Official Implementation for "Deep Color Transfer using Histogram Analogy"
DAT
Repository of Vision Transformer with Deformable Attention
ECCV2020-Code
ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目
Group-WSSS
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
metrics
Machine learning metrics for distributed, scalable PyTorch applications.
Neighborhood-Attention-Transformer
[Preprint] Neighborhood Attention Transformer, 2022
point-cloud-utils
A Python library for common tasks on 3D point clouds
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
SpinNet
Generalized 3D Surface Descriptor (CVPR 2021)
torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
torch-metrics
Metrics for model evaluation in pytorch
TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch).
voxelmorph
Unsupervised Learning for Image Registration
wsss-analysis
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)