| 基于颜色和纹理的皮肤检测方法 |
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| 引用本文： | 陈宇,陈福民.基于颜色和纹理的皮肤检测方法[J].计算机辅助工程,2006,15(2):23-26. |
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| 作者姓名： | 陈宇 陈福民 |
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| 作者单位： | 同济大学,计算机科学与工程系,上海,200092 |
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| 摘 要： | 提出一种新的基于颜色和纹理特征的皮肤检测方法，应用JSEG算法将图像分割成任意形状的相似图像区域集，然后从中提取颜色特征和纹理特征，最后应用高斯混合模型（Gaussian Mixture Model，GMM），并根据一定的判断准则（综合考虑颜色特征和纹理特征）进行皮肤和非皮肤区域分类．
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| 关 键 词： | 皮肤检测 JSEG算法 颜色特征 纹理特征 区域分类 高斯混合模型 |
| 文章编号： | 1006-0871（2006）02-0023-04 |
| 收稿时间： | 2005-12-14 |
| 修稿时间： | 2006-01-20 |
Skin detection based on color and texture |
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| CHEN Yu,CHEN Fumin.Skin detection based on color and texture[J].Computer Aided Engineering,2006,15(2):23-26. |
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| Authors: | CHEN Yu CHEN Fumin |
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| Abstract: | A new skin detection method based on color and texture is presented. The images are segmented into a set of arbitrary-shaped homogeneous image regions by JSEG algorithm, from which the color and texture features are extracted, and Gaussian Mixture Models (GMM) are built for skin and non-skin region classification according to a decision rule (taking color and texture features into account synthetically). |
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| Keywords: | skin detection JSEG algorithm color feature texture feature region classification Gaussian mixture model (GMM) |
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