An approach towards image edge detection based on interval-valued fuzzy mathematical morphology and admissible orders

Producción científica: Libro o Capítulo del libro Contribución a la conferenciarevisión exhaustiva

1 Cita (Scopus)

Resumen

Edge detection is an important step for preprocessing digital images before more advanced methods of image analysis such as segmentation can be applied. There are an infinite number of edge detectors that can be derived from pairs of fuzzy dilation and erosion operators. Usually, an edge detector is based on the incorrect assumption that there is no uncertainty regarding the pixel values of the given digital image. The approaches presented in this paper do not rely on this assumption. Instead, the uncertainty regarding the pixel values is modelled in terms of an interval-valued image. After an application of an interval-valued fuzzy dilation and erosion, we are able to produce a binary edge image after a number of steps including an order-preserving transformation based on an admissible order.

Idioma originalInglés estadounidense
Título de la publicación alojadaProceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
EditoresVilem Novak, Vladimir Marik, Martin Stepnicka, Mirko Navara, Petr Hurtik
EditorialAtlantis Press
Páginas690-697
-8
ISBN (versión digital)9789462527706
EstadoIndizado - 2020
Publicado de forma externa
Evento11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019 - Prague, República Checa
Duración: 9 set. 201913 set. 2019

Serie de la publicación

NombreProceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019

Conferencia

Conferencia11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
País/TerritorioRepública Checa
CiudadPrague
Período9/09/1913/09/19

Nota bibliográfica

Publisher Copyright:
Copyright © 2019, the Authors. Published by Atlantis Press. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Huella

Profundice en los temas de investigación de 'An approach towards image edge detection based on interval-valued fuzzy mathematical morphology and admissible orders'. En conjunto forman una huella única.

Citar esto