Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images
- Author
- Edurne Barrenechea, Humberto Bustince, Bernard De Baets (UGent) and Carlos López-Molina
- Organization
- Abstract
- In this paper, we present a new construction method for interval-valued fuzzy relations (interval-valued fuzzy images) from fuzzy relations (fuzzy images) by vicinity. This construction method is based on the concepts of triangular norm (t-norm) and triangular conorm (t-conorm). We analyze the effect of using different t-norms and t-conorms. Furthermore, we examine the influence of different sizes of the submatrix around each element of a fuzzy relation on the interval-valued fuzzy relation. Finally, we apply our construction method to image processing, and we compare the results of our approach with those obtained by means of other, i.e., fuzzy and nonfuzzy, techniques.
- Keywords
- fuzzy relation (FR), Fuzzy edge, image processing, interval-valued fuzzy relation (IVFR), triangular norm (t-norm), LOGIC SYSTEMS, HYSTERESIS THRESHOLDS, REAL NUMBERS, CONNECTIVES, OPERATORS, NORMS, SETS
Downloads
-
(...).pdf
- full text
- |
- UGent only
- |
- |
- 1.20 MB
Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-2135876
- MLA
- Barrenechea, Edurne, et al. “Construction of Interval-Valued Fuzzy Relations with Application to the Generation of Fuzzy Edge Images.” IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 19, no. 5, 2011, pp. 819–30, doi:10.1109/TFUZZ.2011.2146260.
- APA
- Barrenechea, E., Bustince, H., De Baets, B., & López-Molina, C. (2011). Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 19(5), 819–830. https://doi.org/10.1109/TFUZZ.2011.2146260
- Chicago author-date
- Barrenechea, Edurne, Humberto Bustince, Bernard De Baets, and Carlos López-Molina. 2011. “Construction of Interval-Valued Fuzzy Relations with Application to the Generation of Fuzzy Edge Images.” IEEE TRANSACTIONS ON FUZZY SYSTEMS 19 (5): 819–30. https://doi.org/10.1109/TFUZZ.2011.2146260.
- Chicago author-date (all authors)
- Barrenechea, Edurne, Humberto Bustince, Bernard De Baets, and Carlos López-Molina. 2011. “Construction of Interval-Valued Fuzzy Relations with Application to the Generation of Fuzzy Edge Images.” IEEE TRANSACTIONS ON FUZZY SYSTEMS 19 (5): 819–830. doi:10.1109/TFUZZ.2011.2146260.
- Vancouver
- 1.Barrenechea E, Bustince H, De Baets B, López-Molina C. Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images. IEEE TRANSACTIONS ON FUZZY SYSTEMS. 2011;19(5):819–30.
- IEEE
- [1]E. Barrenechea, H. Bustince, B. De Baets, and C. López-Molina, “Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images,” IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 19, no. 5, pp. 819–830, 2011.
@article{2135876,
abstract = {{In this paper, we present a new construction method for interval-valued fuzzy relations (interval-valued fuzzy images) from fuzzy relations (fuzzy images) by vicinity. This construction method is based on the concepts of triangular norm (t-norm) and triangular conorm (t-conorm). We analyze the effect of using different t-norms and t-conorms. Furthermore, we examine the influence of different sizes of the submatrix around each element of a fuzzy relation on the interval-valued fuzzy relation. Finally, we apply our construction method to image processing, and we compare the results of our approach with those obtained by means of other, i.e., fuzzy and nonfuzzy, techniques.}},
author = {{Barrenechea, Edurne and Bustince, Humberto and De Baets, Bernard and López-Molina, Carlos}},
issn = {{1063-6706}},
journal = {{IEEE TRANSACTIONS ON FUZZY SYSTEMS}},
keywords = {{fuzzy relation (FR),Fuzzy edge,image processing,interval-valued fuzzy relation (IVFR),triangular norm (t-norm),LOGIC SYSTEMS,HYSTERESIS THRESHOLDS,REAL NUMBERS,CONNECTIVES,OPERATORS,NORMS,SETS}},
language = {{eng}},
number = {{5}},
pages = {{819--830}},
title = {{Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images}},
url = {{http://dx.doi.org/10.1109/TFUZZ.2011.2146260}},
volume = {{19}},
year = {{2011}},
}
- Altmetric
- View in Altmetric
- Web of Science
- Times cited: