Treffer: A fuzzy topological model of hemimetric-based fuzzy rough set and some applications to digital image processing

Title:
A fuzzy topological model of hemimetric-based fuzzy rough set and some applications to digital image processing
Authors:
Xinyue Han, Wei Yao, Chang-Jie Zhou
Source:
Topology and its Applications. 367:109327
Publisher Information:
Elsevier BV, 2025.
Publication Year:
2025
Subject Terms:
noise reduction, Computing methodologies and applications, opening operator, Fuzzy topology, Applications of general topology to computer science (e.g., digital topology, image processing), neighborhood-controlled fuzzy rough set, closing operator, fingerprint cleaning, hole filling
Document Type:
Fachzeitschrift Article
File Description:
application/xml
Language:
English
ISSN:
0166-8641
DOI:
10.1016/j.topol.2025.109327
Rights:
Elsevier TDM
Accession Number:
edsair.doi.dedup.....a90d6a64ac88e7532fd4e8a49b8d42db
Database:
OpenAIRE

Weitere Informationen

In this paper the authors present a fuzzy topological model of hemimetric-based fuzzy rough set by introducing the neighborhood-controlled fuzzy rough approximation operators. They introduce the neighborhood-controlled fuzzy upper and lower rough approximation operators and study various of their properties. Finally, they introduce the related opening and closing operators and study some practical applications in digital image processing. Results of this paper prove that these two operators can be applied to hole filling, fingerprint cleaning and noise reduction in digital image processing.