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Fully Automated Tree Topology Estimation and Artery-Vein Classification
[article]
2022
arXiv
pre-print
We present a fully automatic, graph-based technique for extracting the retinal vascular topology -- that is, how different vessels are connected to each other -- given a single color fundus image. Determining this connectivity is very challenging because vessels cross each other in a 2D image, obscuring their true paths. We quantitatively validated the usefulness of our extraction method by using it to achieve comparable state-of-the-art results in retinal artery-vein classification. Our
arXiv:2202.02382v2
fatcat:2bwuv6e4ord4fifs6ye3dxrzjq