| 基于免疫算法和层次支持向量机的人脸识别方法 |
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| 引用本文： | 蒋加伏,陈荣元,唐贤瑛.基于免疫算法和层次支持向量机的人脸识别方法[J].计算机工程与设计,2006,27(8):1349-1351. |
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| 作者姓名： | 蒋加伏 陈荣元 唐贤瑛 |
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| 作者单位： | 1. 长沙理工大学,计算机与通信工程学院,湖南,长沙,410076
2. 长沙理工大学,计算机与通信工程学院,湖南,长沙,410076;湖南商学院现代教育技术中心,湖南,长沙,410205 |
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| 基金项目： | 浙江省湖州市自然科学基金;湖南省教委科研项目 |
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| 摘 要： | 给出了一种基于免疫算法及层次支持向量机的人脸识别方法,该方法先利用Gabor小泼变换提取待识别的人脸图像的特征向量,然后利用层次支持向量机初步判断该图像最可能所属的人,最后利用免疫算法对待识别的人脸图像进行确认.实验表明,该算法效果较佳.
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| 关 键 词： | 免疫算法 层次支持向量机 Gabor小波变换 |
| 文章编号： | 1000-7024（2006）08-1349-03 |
| 收稿时间： | 2005-01-19 |
| 修稿时间： | 2005-01-19 |
Method of face recognition based on immune algorithm and hierarchical support vector machines |
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| JIANG Jia-fu,CHEN Rong-yuan,TANG Xian-ying.Method of face recognition based on immune algorithm and hierarchical support vector machines[J].Computer Engineering and Design,2006,27(8):1349-1351. |
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| Authors: | JIANG Jia-fu CHEN Rong-yuan TANG Xian-ying |
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| Affiliation: | 1. Institute of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha 410076, China; 2. Center of Modern Educational Technology, Hunan Business College, Changsha 410205, China |
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| Abstract: | A method of face recognition based on immune algorithm and hierarchical support vector machines is presented. The feature vector of face image is extracted by using Gabor wavelet transformation firstly, person the image mostly belongs to is judged by using hierarchical support vector machines. Finally, the face image is confirmed using immune algorithm. The experiment shows that the effect is better. |
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| Keywords: | immune algorithm hierarchical support vector machines Gabor wavelet transformation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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