Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
389171 | Fuzzy Sets and Systems | 2015 | 25 Pages |
Abstract
In this work we present an image reduction algorithm based on averaging aggregation functions. We axiomatically define the concepts of image reduction operator and local reduction operator. We study the construction of the latter by means of averaging functions and we propose an image reduction algorithm (image reduction operator). We analyze the properties of several averaging functions and their effect on the image reduction algorithm. Finally, we present experimental results where we apply our algorithm in two different applications, analyzing the best operators for each concrete application.
Keywords
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Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
D. Paternain, J. Fernandez, H. Bustince, R. Mesiar, G. Beliakov,