RElbers / region-mutual-information-pytorch
PyTorch implementation of the Region Mutual Information Loss for Semantic Segmentation.
☆26Updated last year
Alternatives and similar repositories for region-mutual-information-pytorch:
Users that are interested in region-mutual-information-pytorch are comparing it to the libraries listed below
- This repository is about our work "A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation"☆20Updated 2 years ago
- Pytorch implementation of the LearnedRandomWalker module☆29Updated 4 years ago
- Boundaries and Region Representation Fusion☆12Updated last year
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 3 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 5 years ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆24Updated 6 years ago
- A variational Bayesian method for similarity learning in non-rigid image registration (CVPR 2022)☆19Updated 2 years ago
- ☆32Updated 2 years ago
- ☆21Updated 4 years ago
- Numpy/Python implementation of DenseCRF☆22Updated 2 years ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆72Updated 3 years ago
- ☆33Updated 4 years ago
- A PyTorch implementation of EMANet based on ICCV 2019 paper "Expectation-Maximization Attention Networks for Semantic Segmentation"☆19Updated 4 years ago
- Code for our MIDL 2021 submission☆16Updated 3 years ago
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆27Updated 6 months ago
- Similarity Measure. Re-implementation for PyTorch.☆51Updated 4 years ago
- ☆36Updated 2 years ago
- Reimplementation of "A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology".☆16Updated 2 years ago
- ☆29Updated 3 years ago
- Project page for "Morphology-Aware Interactive Keypoint Estimation" accepted in MICCAI 2022.☆13Updated 4 months ago
- ☆8Updated 3 years ago
- Medical Matting☆21Updated last year
- [MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation☆23Updated last year
- Stroke growth prediction☆10Updated last year
- This is an implementation for training neural diffusion distance☆11Updated 5 years ago
- Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound☆15Updated 2 years ago
- ☆23Updated 2 years ago
- PyTorch code for Graph convolutional network based interactive prostate segmentation on MR images☆16Updated 4 years ago
- ☆24Updated 3 years ago
- Probabilistic 3D Shape Completion with Multi-target Conditional Variational Autoencoder☆10Updated 5 years ago