New Framework of HSL System Based Color Clustering Algorithm

DOI

10.2991/eusflat.2013.64How to use a DOI?

Keywords

Color distance fuzzy color clustering HSL perceptual color system

Abstract

In this paper one presents a fuzzy c-means algorithm enhancement for the particular case of color clustering. It was used the perceptual color system for color representation. The main step is represented by definition of a new distance in the color space. In this construction, there were used two multipliers that make the balance between the hue weight and luminosity weight in the framework of this three-terms color distance. The obtained experimental results were compared with those obtained by using the Euclidean distance. This comparison shows the effectiveness of the proposed clustering algorithm using.

Copyright

© 2013, 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/).

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TY  - CONF
AU  - Vasile Patrascu
PY  - 2013/08
DA  - 2013/08
TI  - New Framework of HSL System Based Color Clustering Algorithm
BT  - Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)
PB  - Atlantis Press
SP  - 456
EP  - 463
SN  - 1951-6851
UR  - https://doi.org/10.2991/eusflat.2013.64
DO  - 10.2991/eusflat.2013.64
ID  - Patrascu2013/08
ER  -