shirgur / UMISLinks
Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"
☆73Updated 4 years ago
Alternatives and similar repositories for UMIS
Users that are interested in UMIS are comparing it to the libraries listed below
Sorting:
- A loss function (Weighted Hausdorff Distance) for object localization in PyTorch☆93Updated 7 years ago
- pyTorch implementation of clDice☆31Updated 5 years ago
- ☆17Updated 6 years ago
- An unofficial pytorch implementation for "Learning Active Contour Models for Medical Image Segmentation" by Chen, Xu, et al.☆75Updated 11 months ago
- Image-and-Spatial Transformer Networks☆112Updated 2 years ago
- geodesic distance transform of 2d/3d images☆136Updated 2 years ago
- Probabilistic Dense Displacement Network (3D discrete deep learning registration)☆64Updated 4 years ago
- An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)☆71Updated 4 years ago
- VNet for 3d volume segmentation☆44Updated 4 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 6 years ago
- ☆95Updated 6 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆70Updated 6 years ago
- Reference implementation of Chan-Vese Level Set segmentation for 2D grayscale images☆37Updated 8 years ago
- ☆36Updated 2 years ago
- ☆29Updated 4 years ago
- Implementation of active contour loss function☆200Updated 5 years ago
- pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full☆63Updated 2 years ago
- Grand Challenge on MR Brain Segmentation at MICCAI 2018 - MISPL☆23Updated 6 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆171Updated 3 years ago
- Efficient Segmentation for Volumetric Data☆44Updated 6 years ago
- an image registration/augmentation/segmentation package☆174Updated 2 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 6 years ago
- U-Net Model for Image Segmentation Problems using PyTorch 0.4☆38Updated 6 years ago
- Pytorch implementation of the LearnedRandomWalker module☆29Updated 5 years ago
- A Python package for geometric transformations of images for data augmentation in deep learning☆69Updated 6 years ago
- Non-local U-Nets for Biomedical Image Segmentation☆106Updated 5 years ago
- ☆28Updated 5 years ago
- Top-ranked solution and its improvement for MICCAI 2018 ROBOT, BRATS and REFUGE segmentation challenge☆21Updated 5 years ago
- Combining Faster R-CNN and U-net for efficient medical image segmentation☆146Updated 4 years ago
- [MICCAI 2019] Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes☆85Updated 6 years ago