New developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: applications * Interval type-2 fuzzy logic for enhancing image processing and recognition

Castillo, Oscar; Melin, Patricia

New developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: applications * Interval type-2 fuzzy logic for enhancing image processing and recognition

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Title: New developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: applications * Interval type-2 fuzzy logic for enhancing image processing and recognition

Abstract:

Interval type-2 fuzzy logic can be applied to perform image processing and pattern recognition. In this work a new type-2 fuzzy logic method is applied for edge detection in images and the results are compared with traditional techniques for the same goal with the type-2 edge detection outperforming the other techniques. We also describe a method for pattern recognition that is based on interval type-2 fuzzy systems that is also shown to outperform type-1 fuzzy systems and other methods.

Relation:

Książka = Book

Detailed Resource Type:

Book

Resource Identifier:

oai:rcin.org.pl:205942

Source:

KS-2012-04-P13

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open

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Last modified:

Oct 15, 2021

In our library since:

Aug 18, 2021

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All available object's versions:

https://rcin.org.pl./publication/242607

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Ksiazki

Edition name	Date
KS-2012-04-P13 : Castillo Oscar, Melin Patricia : New developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: applications * Interval type-2 fuzzy logic for enhancing image processing and recognition	Oct 15, 2021