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

Subtitle:

Książka = Book ; KS/4/2012/P13

Creator:

Castillo, Oscar ; Melin, Patricia

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2012

Description:

[5], 157-168 pages ; 21 cm ; Bibliography p. 167-168

Type of object:

Book/Chapter

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

Resource type:

Text

Detailed Resource Type:

Book

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