Reducing Manual Annotation Costs for Cell Segmentation by Upgrading Low-Quality Annotations

Deep-learning algorithms for cell segmentation typically require large data sets with high-quality annotations to be trained with. However, the annotation cost for obtaining such sets may prove to be prohibitively expensive. Our work aims to reduce the time necessary to create high-quality annotatio...

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Bibliographic Details
Main Authors: Serban Vădineanu, Daniël M. Pelt, Oleh Dzyubachyk, Kees Joost Batenburg
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/10/7/172