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Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images

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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

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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}},
}

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