Publication detail

Multimodal image segmentation

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