| 基于分类器联合的表情识别 |
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| 引用本文： | 黄 勇,应自炉.基于分类器联合的表情识别[J].计算机工程与应用,2007,43(25):244-245. |
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| 作者姓名： | 黄 勇 应自炉 |
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| 作者单位： | [1]五邑大学信息学院,广东江门529020 [2]北京航空航天大学电子信息工程学院,北京100083 [3]广西柳州运输职业技术学院电子工程系,广西柳州545007 |
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| 摘 要： | 提出了一种基于分类器联合的人脸表情识别方法。首先采用CKFD算法在双决策子空间中提取两类表情特征并融合;分别利用最近邻、最小距离和神经网络三种子分类器进行识别;最后运用模糊积分对子分类器的识别结果进行融合。基于JAFFE的实验结果表明,它是一种有效的表情识别方法。
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| 关 键 词： | 模糊积分 分类器融合 人脸表情识别 |
| 文章编号： | 1002-8331（2007）25-0244-02 |
| 修稿时间： | 2007-01 |
Facial expression recognition based on multiclassifier fusion |
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| HUANG Yong,YING Zi-lu.Facial expression recognition based on multiclassifier fusion[J].Computer Engineering and Applications,2007,43(25):244-245. |
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| Authors: | HUANG Yong YING Zi-lu |
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| Affiliation: | 1.School of Information,Wuyi University,Jiangmen,Guangdong,529020,China; 2.School of Electronics and Information Engineering,Beihang University,Beijing 100083,China; 3.Liuzhou Transport Vocational Technical College,Liuzho,Guangxi 545007,China |
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| Abstract: | A facial expression recognition method based on multiclassifier fusion with fuzzy integral has been proposed in this paper;First,applied the CKFD to extract two kinds of expression feature in double discriminant subspace and fuse them;Then the Nearest Neighbor(NN),Minimum Distance(MD) and Radial Basis Function Neural Network(RBFNN) have been used to classify facial expression;Finally,fuzzy integral has been applied to fuse outputs from three classifiers to get the final recognition result.Experimental result on JAFFE show that it is a valid method for facial expression recognition. |
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| Keywords: | fuzzy integral multiclassifier fusion facial expression recognition |
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