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Publication detail
GUMULEC, J. VIČAR, T.
Original Title
Multimodal image segmentation
Type
book chapter
Language
English
Original Abstract
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.
Keywords
image segmentation
Authors
GUMULEC, J.; VIČAR, T.
Released
28. 5. 2021
Publisher
IOP Publishing
ISBN
978-0-7503-3747-2
Book
Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2
Pages from
III.4.d-1
Pages to
III.4.d-12
Pages count
12
URL
https://iopscience.iop.org/book/978-0-7503-3747-2/chapter/bk978-0-7503-3747-2ch27