Physics informed contour selection for rapid image segmentation

Physics informed contour selection for rapid image segmentation

Abstract Effective training of deep image segmentation models is challenging due to the need for abundant, high-quality annotations. To facilitate image annotation, we introduce Physics Informed Contour Selection (PICS)—an interpretable, physics-informed algorithm for rapid image segmentation withou...

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Bibliografiske detaljer
Main Authors: Vikas Dwivedi, Balaji Srinivasan, Ganapathy Krishnamurthi
Format: Article
Sprog:English
Udgivet: Nature Portfolio 2024-03-01
Serier:Scientific Reports
Online adgang:https://doi.org/10.1038/s41598-024-57281-x

Internet

https://doi.org/10.1038/s41598-024-57281-x

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