File(s) under permanent embargo
Construction of image reduction operators using averaging aggregation functions
journal contributionposted on 2015-02-15, 00:00 authored by D Paternain, J Fernandez, H Bustince, R Mesiar, Gleb BeliakovGleb Beliakov
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.
JournalFuzzy Sets and Systems
Pagination87 - 111
Publication classificationC Journal article; C1 Refereed article in a scholarly journal
Aggregation functionsAveraging functionsImage reductionLocal reduction operatorsReduction operatorsScience & TechnologyTechnologyPhysical SciencesComputer Science, Theory & MethodsMathematics, AppliedStatistics & ProbabilityComputer ScienceMathematicsFUZZY TRANSFORMSINTERPOLATIONArtificial Intelligence and Image Processing