On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking

On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking

Abstract Average Hausdorff distance is a widely used performance measure to calculate the distance between two point sets. In medical image segmentation, it is used to compare ground truth images with segmentations allowing their ranking. We identified, however, ranking errors of average Hausdorff d...

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Bibliographic Details
Main Authors: Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai
Format: Article
Language:English
Published: SpringerOpen 2021-01-01
Series:European Radiology Experimental
Subjects:
Average Hausdorff distance
Cerebral angiography
Cerebral arteries
Image processing (computer-assisted)
Online Access:https://doi.org/10.1186/s41747-020-00200-2

Internet

https://doi.org/10.1186/s41747-020-00200-2

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