Skip to main navigation Skip to search Skip to main content

FUZZY CONNECTEDNESS IN SEGMENTATION OF MEDICAL IMAGES A Look at the Pros and Cons

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

An attempt to recapitulate and conclude numerous experiences with the fuzzy connectedness theory applied to medical image segmentation is made in this paper. The fuzzy connectedness principles introduced in 1996 have been developed and tested in dozens of studies in past 15 years; many advantages, as well as shortcomings have been discovered and described. Some aspects of the method and its applications have been summarized here, including the examples of specific 2D and 3D medical studies with various objects, subjected to fuzzy connected segmentation. Deliberation about the usefulness of multiseeded and multiobject variants is also present. An algorithm optimized for matrix computations-based programming languages is introduced. Finally, 3 fuzzy connectedness-based computer aided diagnosis systems are described and evaluated.

Original languageEnglish
Title of host publicationIn Proceedings of the International Conference on Evolutionary Computation Theory and Applications, ECTA 2011
EditorsAgostinho Rosa
PublisherScience and Technology Publications, Lda
Pages486-492
Number of pages7
ISBN (Print)9789898425836
DOIs
Publication statusPublished - 2011
EventInternational Conference on Evolutionary Computation Theory and Applications, ECTA 2011 - Paris, France
Duration: 24 Oct 201126 Oct 2011

Publication series

NameInternational Joint Conference on Computational Intelligence
Volume1
ISSN (Electronic)2184-3236

Conference

ConferenceInternational Conference on Evolutionary Computation Theory and Applications, ECTA 2011
Country/TerritoryFrance
CityParis
Period24/10/1126/10/11

Keywords

  • Fuzzy connectedness
  • Medical image segmentation

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computational Theory and Mathematics

Fingerprint

Dive into the research topics of 'FUZZY CONNECTEDNESS IN SEGMENTATION OF MEDICAL IMAGES A Look at the Pros and Cons'. Together they form a unique fingerprint.

Cite this