Some properties of lattice OWA operators and their importance in image processing
- https://doi.org/10.2991/ifsa-eusflat-15.2015.178How to use a DOI?
- OWA operator, lattice-valued fuzzy sets, orness, t-norm, t-conorm, image reduction.
In this work we deal with the problem of using OWA operators in color image reduction algorithms. For this reason, we study OWA operators defined on an arbitrary finite lattice endowed with a t-norm and a t-conorm. In the case of RGB color images, we apply OWA operators defined on a finite product lattice. Depending on the OWA operator considered, we see that the reduced images become brighter or darker. Then, we make a preliminary study of a qualitative orness measure for classifying each lattice OWA operator according to its proximity to the maximum of the given data.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Gustavo Ochoa AU - Inmaculada Lizasoain AU - Daniel Paternain AU - Humberto Bustince AU - Nikhil R Pal PY - 2015/06 DA - 2015/06 TI - Some properties of lattice OWA operators and their importance in image processing BT - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology PB - Atlantis Press SP - 1261 EP - 1265 SN - 1951-6851 UR - https://doi.org/10.2991/ifsa-eusflat-15.2015.178 DO - https://doi.org/10.2991/ifsa-eusflat-15.2015.178 ID - Ochoa2015/06 ER -