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GUMULEC, J. VIČAR, T.
Originální název
Multimodal image segmentation
Typ
kapitola v knize
Jazyk
angličtina
Originální abstrakt
In this chapter, the segmentation pipeline applicable on multimodal datasets is described, the advantages of segmentation over manual annotations are discussed and limitations of segmentation in multimodal setting are mentioned. Particular focus is given to the open-source tools with graphical user interface requiring no coding skills. Moreover, deep-learning approaches are discussed side-by-side with modelbased segmentation methods and their suitability is mentioned for various scenarios.
Klíčová slova
image segmentation
Autoři
GUMULEC, J.; VIČAR, T.
Vydáno
28. 5. 2021
Nakladatel
IOP Publishing
ISBN
978-0-7503-3747-2
Kniha
Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2
Strany od
III.4.d-1
Strany do
III.4.d-12
Strany počet
12
URL
https://iopscience.iop.org/book/978-0-7503-3747-2/chapter/bk978-0-7503-3747-2ch27