31 skills found · Page 1 of 2
MIC-DKFZ / NnInteractivennInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and lasso. Trained on 120+ diverse 3D datasets, it sets a new standard in accuracy, usability, and adaptability for clinical and research applications.
HiLab-git / WSL4MISScribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
ouenal / ScribblekittiScribble-Supervised LiDAR Semantic Segmentation, CVPR 2022 (ORAL)
MIC-DKFZ / Napari NninteractivennInteractive plugin for Napari - nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and lasso. Trained on 120+ diverse 3D datasets, it sets a new standard in accuracy, usability, and adaptability for clinical and research applications.
BWGZK / CycleMix[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision
HUANGLIZI / ScribFormer[IEEE Transactions on Medical Imaging/TMI 2024] This repository is the official implementation of the paper ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation.
albertomontesg / Davis InteractivePackage to evaluate interactive segmentation with scribbles at DAVIS dataset.
BWGZK / ShapePU[MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation
HiLab-git / DMSPSDynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation
HUANGLIZI / ScribbleVC[ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding"
tum-vision / Rgbd Scribble BenchmarkRGB-D Scribble-based Segmentation Benchmark
panzhiyi / URSSScribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace, ICCV 2021
Qybc / Scribble2D5Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations
lofrienger / S2MES2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation (MICCAI 2023)
wbkit / Scribbles4AllCode and Datasets for the NeurIPS24 Paper "Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets"
ziyangwang007 / Weak Mamba UNetWeak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation
Zxl19990529 / Class Driven Scribble Promotion NetworkThe official implementation of AAAI2024 paper of "Scribble Hides Class: Promoting Scribble-based Semantic Segmentation with its Class Label"
panzhiyi / CC4SCC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation
MMLowes / Interactive Scribble SegmentationInteractive scribble segmentation for Human-in-the-loop usage
anpc849 / QMaxViT UnetQMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images
