This repository provides a registration tool for Whole-Slide Images (WSI) using MatchAnything-ELoFTR as a keypoint extractor.
The tool returns an estimated affine transformation matrix between two slides. Matched keypoints are also computed and stored in the objects.
Two implementations are included:
- MatchAnythingQuadTree: baseline implementation
- MatchAnythingQuadTreeFast: optimized for faster results, with slightly reduced accuracy
The parameters of the registration algorithm can be configured in src/config.py.
For usage examples, please refer to src/maqt/evaluation_tester.py.
This project was developed as part of my bachelor thesis.
MatchAnything: https://huggingface.co/spaces/LittleFrog/MatchAnything