Adaptive method for skin detection in coloured images

机译：彩色图像中皮肤检测的自适应方法

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摘要

In this paper a new approach to detect skin in coloured images is proposed. The new method uses the classification of the three colour components of the RGB system (Red, Green and Blue), with a skin classifier. The proposed approach uses an adaptive methodology embedded in the skin classifier algorithm for pixel classification. The adaptive algorithm varies the image brightness in each one of the RGB colour components, in order to reduce the influence of different illumination environments (lighting conditions). Experimental results show the validity of the proposed methodology.

机译：本文提出了一种在彩色图像中检测皮肤的新方法。新方法使用皮肤分类器对RGB系统的三个颜色分量（红色，绿色和蓝色）进行分类。所提出的方法使用嵌入在皮肤分类器算法中的自适应方法进行像素分类。自适应算法可改变RGB颜色分量中每个分量的图像亮度，以减少不同照明环境（照明条件）的影响。实验结果证明了该方法的有效性。

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来源
《Mechatronics, 2009. ICM 2009》|2009年|1-6|共6页
会议地点 Malaga(ES);Malaga(ES)
作者
Lapa Grilo F.J.; Figueiredo J.; Dias O.P.; Amaral T.G.;
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CEM, Univ. de Evora, Evora;

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关键词
brightness; image classification; image colour analysis; image resolution; skin; RGB system; adaptive method; coloured images; image brightness; pixel classification; skin classifier algorithm; skin detection; adaptive algorithms; image processing; skin detection simulation;

机译：亮度;图像分类;图像颜色分析;图像分辨率;皮肤; RGB系统;自适应方法;彩色图像;图像亮度;像素分类;皮肤分类算法;皮肤检测;自适应算法;图像处理;皮肤检测模拟;

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1. 室内定位中设备异构性的域自适应方法 [J] . 刘静, 刘楠, 潘志文, 东南大学学报（英文版） . 2019,第004期
2. Adaptive method for improvement of human skin detection in colour images [J] . Frederico Grilo, Joao Figueiredo, Octavio Dias International Journal of Computer Applications in Technology . 2014,第1期

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3. Adaptive hybrid methods for improving the quality of ultrasonic images of skin [J] . M. Lewandowski, A. Nowicki Archives of Acoustics . 1998,第1期

机译：用于改善皮肤超声图像质量的自适应混合方法
4. An adaptively weighted multi-feature method for object-based change detection in high spatial resolution remote sensing images [J] . Wu Junzheng, Li Biao, Ni Weiping, Remote sensing letters . 2020,第4a6期

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5. Adaptive Method for Skin Detection in Coloured Images [C] . Frederico J. Lapa Grilo, Joao M. G. Figueiredo, O. P. Dias, IEEE International Conference on Mechatronics . 2009

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Adaptive method for skin detection in coloured images

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