| 肤色检测最优空间 |
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| 引用本文： | 徐战武,朱淼良.肤色检测最优空间[J].计算机辅助设计与图形学学报,2006,18(9):1350-1356. |
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| 作者姓名： | 徐战武 朱淼良 |
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| 作者单位： | 浙江大学计算机科学与技术学院,杭州,310027 |
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| 摘 要： | 在综述现存肤色检测算法所使用不同颜色空间的基础上，基于一个含有1894张图像的样本库，采用肤色内聚性和肤色一非肤色类可分离性指标以及相应的分类器性能评估准则，考查了包含所有常用颜色空间的15个3维颜色空间和15个2维色度平面，建立了一个完善的肤色空间评价体系．结果表明：线性颜色空间是最优的肤色空间类，去除亮度信息将降低肤色一非肤色的类可分离性，并导致分类性能的退化．
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| 关 键 词： | 皮肤检测 颜色空间 肤色模型 |
| 收稿时间： | 2005-11-02 |
| 修稿时间： | 2006-02-06 |
Optimum Colorspace for Skin-tone Detection |
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| Xu Zhanwu,Zhu Miaoliang.Optimum Colorspace for Skin-tone Detection[J].Journal of Computer-Aided Design & Computer Graphics,2006,18(9):1350-1356. |
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| Authors: | Xu Zhanwu Zhu Miaoliang |
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| Affiliation: | Department of Computer Science and Technology, Zhejiang University Hangzhou 310027 |
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| Abstract: | In this paper,we compared 15 3D colorspaces and 15 2D chrominance planes widely used in skin-tone detection in terms of compactness of skin class,discriminability between skin and non-skin classes as well as the classification performance of several detectors based on a data set of 1894 images.The results show that 1) the linear transform colospaces have better performance than others,and 2) the absence of the luminance component decreases performance significantly. |
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| Keywords: | skin detection colorspace skin color modeling |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
