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Capsules for Biomedical Image Segmentation

Our work expands the use of capsule networks to the task of object segmentation for the first time in the literature. This is made possible via the introduction of locally-constrained routing and transformation matrix sharing, which reduces the parameter/memory burden and allows for the segmentation...

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Dettagli Bibliografici
Pubblicato in:Med Image Anal
Autori principali: LaLonde, Rodney, Xu, Ziyue, Irmakci, Ismail, Jain, Sanjay, Bagci, Ulas
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7944580/
https://ncbi.nlm.nih.gov/pubmed/33246227
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101889
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