InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentation

Cell and nucleus segmentation are fundamental tasks for quantitative bioimage analysis. Despite progress in recent years, biologists and other domain experts still require novel algorithms to handle increasingly large and complex real-world datasets. These algorithms must not only achieve state-of-t...

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Veröffentlicht in:	arXiv.org 2024-08
Hauptverfasser:	Goldsborough, Thibaut, Philps, Ben, O'Callaghan, Alan, Inglis, Fiona, Leplat, Leo, Filby, Andrew, Bilen, Hakan, Bankhead, Peter
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Datasets Embedding Image segmentation Instance segmentation Python Source code Task complexity
Online-Zugang:	Volltext
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