Gašper Podobnik

Understanding implementation pitfalls of distance-based metrics for image segmentation

2024 · arXiv (Cornell University)

Distance-based metrics, such as the Hausdorff distance (HD), are widely used to validate segmentation performance in (bio)medical imaging. However, their implementation is complex, and critical differences across open-source tools remain largely unrecognized by the community. …