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Modeling Image Segmentation Label Noise Through Concave Region Removal

The effects of label noise geometry on image segmentation model training are under-studied, in part because prevailing segmentation metrics such as the Intersection over Union are based on pixel counts and cannot describe spatial properties of label noise. It is well established that the degree of l...

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Autori principali: Benjamin Bauchwitz, Mary L. Cummings
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2026-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/11357936/
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