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Refining Biologically Inconsistent Segmentation Masks with Masked Autoencoders

Microscopy images often feature regions of low signal-to-noise ratio (SNR) which leads to a considerable amount of ambiguity in the correct corresponding segmentation. This ambiguity can introduce inconsistencies in the segmentation mask which violate known biological constraints. In this work, we p...

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Bibliographische Detailangaben
Veröffentlicht in:Conf Comput Vis Pattern Recognit Workshops
Hauptverfasser: Sauer, Alexander, Tian, Yuan, Bewersdorf, Joerg, Rittscher, Jens
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2024
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7617224/
https://ncbi.nlm.nih.gov/pubmed/39669420
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPRW63382.2024.00684
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