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probreg

Point cloud registration using probabilistic model (CPD/GMMReg/SVR/GMMTree/FilterReg)

pulmonary-vascular-tree-matching

The source code works for pulmonary vascular tree matching, including a data set with 10 synthetic trees for evaluation

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pymic

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

pytorch-retinanet

RetinaNet in PyTorch

raunet-tumor-segmentation

residual attention unet for tumor segmentation (liver and brain)

reloc

Pairwise registration by local orientation cues

sac-ia

point cloud registration

segloss

A collection of loss functions for medical image segmentation

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

segtran

Medical Image Segmentation using Squeeze-and-Expansion Transformers

segwithdistmap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

simplecrf

matlab and python wrap of crf and dense crf, both 2d and 3d are supported

slatracker

Spatial-Attention Location-Aware Multi-Object Tracking

spr

Code for Structure Preserved Registration

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

super4pcs

Efficient Global Point-cloud registration

svs-net

Sequential vessel segmentation via deep channel attention network

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

tnscui2020-seg-rank1st

This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.

torchssl

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

tr-net

transbts

This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf).

transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

u2net_torch

MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation