Skip to main content

2018 | OriginalPaper | Buchkapitel

Edge Detection Based on Ordered Directionally Monotone Functions

verfasst von : Mikel Sesma-Sara, Humberto Bustince, Edurne Barrenechea, Julio Lafuente, Anna Kolsesárová, Radko Mesiar

Erschienen in: Advances in Fuzzy Logic and Technology 2017

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

We present an image edge detection algorithm that is based on the concept of ordered directionally monotone functions, which permit our proposal to consider the direction of the edges at each pixel and perform accordingly. The results of this method are presented to the EUSFLAT 2017 Competition on Edge Detection.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Barrenechea, E., Bustince, H., Lopez-Molina, C., De Baets, B.: Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images. IEEE Trans. Fuzzy Syst. 19(5), 819–830 (2011)CrossRef Barrenechea, E., Bustince, H., Lopez-Molina, C., De Baets, B.: Construction of interval-valued fuzzy relations with application to the generation of fuzzy edge images. IEEE Trans. Fuzzy Syst. 19(5), 819–830 (2011)CrossRef
2.
Zurück zum Zitat Beliakov, G., Bustince, H., Calvo, T.: A Practical Guide to Averaging Functions. Studies in Fuzziness and Soft Computing. Springer (2016) Beliakov, G., Bustince, H., Calvo, T.: A Practical Guide to Averaging Functions. Studies in Fuzziness and Soft Computing. Springer (2016)
3.
Zurück zum Zitat Bezdek, J., Chandrasekhar, R., Attikouzel, Y.: A geometric approach to edge detection. IEEE Trans. Fuzzy Syst. 6, 52–75 (1998)CrossRef Bezdek, J., Chandrasekhar, R., Attikouzel, Y.: A geometric approach to edge detection. IEEE Trans. Fuzzy Syst. 6, 52–75 (1998)CrossRef
4.
Zurück zum Zitat Bustince, H., Barrenechea, E., Pagola, M., Fernandez, J.: Interval-valued fuzzy sets constructed from matrices: application to edge detection. Fuzzy Sets Syst. 160(13), 1819–1840 (2009)MathSciNetCrossRefMATH Bustince, H., Barrenechea, E., Pagola, M., Fernandez, J.: Interval-valued fuzzy sets constructed from matrices: application to edge detection. Fuzzy Sets Syst. 160(13), 1819–1840 (2009)MathSciNetCrossRefMATH
5.
Zurück zum Zitat Bustince, H., Barrenechea, E., Sesma-Sara, M., Lafuente, J., Mesiar, R., Kolesárová, A.: Ordered directionally monotone functions. Justification and Application. Submitted to IEEE Transactions on Fuzzy Systems Bustince, H., Barrenechea, E., Sesma-Sara, M., Lafuente, J., Mesiar, R., Kolesárová, A.: Ordered directionally monotone functions. Justification and Application. Submitted to IEEE Transactions on Fuzzy Systems
6.
Zurück zum Zitat Bustince, H., Fernandez, J., Kolesárová, A., Mesiar, R.: Directional monotonicity of fusion functions. Eur. J. Oper. Res. 244(1), 300–308 (2015)MathSciNetCrossRefMATH Bustince, H., Fernandez, J., Kolesárová, A., Mesiar, R.: Directional monotonicity of fusion functions. Eur. J. Oper. Res. 244(1), 300–308 (2015)MathSciNetCrossRefMATH
7.
Zurück zum Zitat Canny, J.: Finding edges and lines in images. Technical report, Massachusetts Institute of Technology, Cambridge, MA, USA (1983) Canny, J.: Finding edges and lines in images. Technical report, Massachusetts Institute of Technology, Cambridge, MA, USA (1983)
9.
Zurück zum Zitat Gonzalez-Hidalgo, M., Massanet, S., Mir, A., Ruiz-Aguilera, D.: On the choice of the pair conjunction-implication into the fuzzy morphological edge detector. IEEE Trans. Fuzzy Syst. 23(4), 872–884 (2015)CrossRef Gonzalez-Hidalgo, M., Massanet, S., Mir, A., Ruiz-Aguilera, D.: On the choice of the pair conjunction-implication into the fuzzy morphological edge detector. IEEE Trans. Fuzzy Syst. 23(4), 872–884 (2015)CrossRef
10.
Zurück zum Zitat Grabisch, M., Marichal, J.L., Mesiar, R., Pap, E.: Aggregation Functions. Cambridge University Press, Cambridge (2009)CrossRefMATH Grabisch, M., Marichal, J.L., Mesiar, R., Pap, E.: Aggregation Functions. Cambridge University Press, Cambridge (2009)CrossRefMATH
12.
Zurück zum Zitat Lopez-Molina, C., Bustince, H., Fernandez, J., Couto, P., De Baets, B.: A gravitational approach to edge detection based on triangular norms. Pattern Recogn. 43, 3730–3741 (2010)CrossRefMATH Lopez-Molina, C., Bustince, H., Fernandez, J., Couto, P., De Baets, B.: A gravitational approach to edge detection based on triangular norms. Pattern Recogn. 43, 3730–3741 (2010)CrossRefMATH
13.
Zurück zum Zitat Medina-Carnicer, R., Munoz-Salinas, R., Yeguas-Bolivar, E., Diaz-Mas, L.: A novel method to look for the hysteresis thresholds for the Canny edge detector. Pattern Recogn. 44(6), 1201–1211 (2011)CrossRef Medina-Carnicer, R., Munoz-Salinas, R., Yeguas-Bolivar, E., Diaz-Mas, L.: A novel method to look for the hysteresis thresholds for the Canny edge detector. Pattern Recogn. 44(6), 1201–1211 (2011)CrossRef
14.
Zurück zum Zitat Paternain, D., Bustince, H., Pagola, M., Sussner, P., Kolesárová, A., Mesiar, R.: Capacities and overlap indexes with an application in fuzzy rule-based classification systems. Fuzzy Sets Syst. 305, 70–94 (2016)MathSciNetCrossRefMATH Paternain, D., Bustince, H., Pagola, M., Sussner, P., Kolesárová, A., Mesiar, R.: Capacities and overlap indexes with an application in fuzzy rule-based classification systems. Fuzzy Sets Syst. 305, 70–94 (2016)MathSciNetCrossRefMATH
Metadaten
Titel
Edge Detection Based on Ordered Directionally Monotone Functions
verfasst von
Mikel Sesma-Sara
Humberto Bustince
Edurne Barrenechea
Julio Lafuente
Anna Kolsesárová
Radko Mesiar
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-66827-7_27

Premium Partner