Detail publikace
NEURAL NETWORK BASED SEGMENTATION OF COLOR IMAGES FOR SKIN DETECTION
HYNČICA, T. JIRSÍK, V.
Originální název
NEURAL NETWORK BASED SEGMENTATION OF COLOR IMAGES FOR SKIN DETECTION
Anglický název
NEURAL NETWORK BASED SEGMENTATION OF COLOR IMAGES FOR SKIN DETECTION
Jazyk
en
Originální abstrakt
Skin segmentation is an important task in image processing and computer vision. Since there are many problems (for example different lighting conditions, different skin colors across the population and so on) it is necessary to use a robust and effective detection method. At first the proper color representation (color space) must be chosen. The description of four color spaces frequently used in image processing (RGB, HSL, YCbCr and L*a*b*) is provided in this paper. Also their suitability for representing skin colors is evaluated. For skin pixel detection a RCE (reduced Coulomb energy) neural network is used.
Anglický abstrakt
Skin segmentation is an important task in image processing and computer vision. Since there are many problems (for example different lighting conditions, different skin colors across the population and so on) it is necessary to use a robust and effective detection method. At first the proper color representation (color space) must be chosen. The description of four color spaces frequently used in image processing (RGB, HSL, YCbCr and L*a*b*) is provided in this paper. Also their suitability for representing skin colors is evaluated. For skin pixel detection a RCE (reduced Coulomb energy) neural network is used.
Dokumenty
BibTex
@inproceedings{BUT93438,
author="Tomáš {Hynčica} and Václav {Jirsík}",
title="NEURAL NETWORK BASED SEGMENTATION OF COLOR IMAGES FOR SKIN DETECTION",
annote="Skin segmentation is an important task in image processing and computer vision. Since there are many problems (for example different lighting conditions, different skin colors across the population and so on) it is necessary to use a robust and effective detection method. At first the proper color representation (color space) must be chosen. The description of four color spaces frequently used in image processing (RGB, HSL, YCbCr and L*a*b*) is provided in this paper. Also their suitability for representing skin colors is evaluated. For skin pixel detection a RCE (reduced Coulomb energy) neural network is used.",
address="Nosová Hana, Koperníkova 4362/21, Brno,",
booktitle="MENDEL 2012 18th Intermational Conference on Soft Computing",
chapter="93438",
edition="1",
howpublished="print",
institution="Nosová Hana, Koperníkova 4362/21, Brno,",
year="2012",
month="june",
pages="251--255",
publisher="Nosová Hana, Koperníkova 4362/21, Brno,",
type="conference paper"
}