Title :
Image reduction with local reduction operators
Author :
Paternain, Daniel ; Bustince, Humberto ; Fernandez, Javier ; Beliakov, Gleb ; Mesiar, Radko
Author_Institution :
Dept. of Autom. & Computating, Public Univ. of Navarre, Pamplona, Spain
Abstract :
In this work we propose an image reduction algorithm based on weak local reduction operators. We use several averaging functions to build these operators and we analyze their properties. We present experimental results where we apply the algorithm and weak local reduction operators in procedures of reduction, and later, reconstruction of images. We analyze these results over natural images and noisy images.
Keywords :
image reconstruction; image resolution; mathematical operators; averaging function; image reconstruction; image reduction; local reduction operator; Algorithm design and analysis; Electronic mail; Harmonic analysis; Image reconstruction; MATLAB; Noise; Pixel;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584891