alibaba-damo-academy / samconvex

Fast Discrete Optimization for CT Registration

Non-learning SAMConvex registration methods.

SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid

Requirements

• Anaconda3 with python=3.7
• Pytorch=1.9.0
• SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images [repo]

Installation

cd samconvex
pip install -e .