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| 遗传小波神经网络实现人脸和语音的认证系统 | |
| 引用本文： | 刘扬,曹宝峰,李茂生.遗传小波神经网络实现人脸和语音的认证系统[J].计算机工程与应用,2006,42(18):50-52,98. |
| 作者姓名： | 刘扬 曹宝峰 李茂生 |
| 作者单位： | 1. 河南大学计算机与信息工程学院,河南,开封,475001 2. 郑州航空管理学院,郑州,450005 3. 中国人民解放军某部队,河南,开封,475003 |
| 摘 要： | 论文意在设计一个使用人的面部特征和语音的生物特征作为登录口令的认证系统。系统先对语音和图像进行预处理,从中提出特征并进行有效的融合而得到复合的生物特征,再通过基于遗传算法的小波神经网络实现身份特征的学习和识别,实践结果证明本设计是可行的。 |
| 关 键 词： | 人脸识别 话者确认 遗传小波神经网络 |
| 文章编号： | 1002-8331-（2006）18-0050-03 |
| 收稿时间： | 2005-09 |
| 修稿时间： | 2005-09 |
The Authentication System's Design Based on Face and Voice with Genetic Wavelet Neural Network |
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| Liu Yang,Cao Baofeng,Li Maosheng.The Authentication System''''s Design Based on Face and Voice with Genetic Wavelet Neural Network[J].Computer Engineering and Applications,2006,42(18):50-52,98. | |
| Authors: | Liu Yang Cao Baofeng Li Maosheng |
| Affiliation: | 1 College of Computer Science and Information Engineering,Henan University,Kaifeng,Henan 475001 ; 2 Zhengzhou Institute of Aeronautical Industrial Management,Zhengzhou 450005; 3 The PLA.Kaifenz.Henan 475003 |
| Abstract: | The purpose of the paper is to design an authentication system based on password of biometric such as people's face image and speaker voice.First,the systems deal with pre-processing to face image and speaker voice.Then extract and fuse compound biometric feature from it.Thirdly,the genetic wavelet neural network uses it to learn and recognize.Experiment results show that the system is feasible. |
| Keywords: | face recognition speaker verification genetic algorithm wavelet neural network |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |