Multimodal image segmentation

Multimodal image segmentation

Chapter in a book

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.

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.

image segmentation

image segmentation

GUMULEC, J.; VIČAR, T.

2022

28.05.2021

IOP Publishing

978-0-7503-3747-2

Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2

III.4.d-1

III.4.d-12

12

https://iopscience.iop.org/book/978-0-7503-3747-2/chapter/bk978-0-7503-3747-2ch27

Volume 2