Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)

New Framework of HSL System Based Color Clustering Algorithm

Authors
Vasile Patrascu
Corresponding Author
Vasile Patrascu
Available Online August 2013.
DOI
https://doi.org/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.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Volume Title
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)
Series
Advances in Intelligent Systems Research
Publication Date
August 2013
ISBN
978-90786-77-78-9
ISSN
1951-6851
DOI
https://doi.org/10.2991/eusflat.2013.64How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

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  - https://doi.org/10.2991/eusflat.2013.64
ID  - Patrascu2013/08
ER  -