| 一种用于生物特征识别的分类器的设计及应用 |
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| 引用本文： | 刘扬,蔡坤,赵伟,樊艳玲.一种用于生物特征识别的分类器的设计及应用[J].河南大学学报(自然科学版),2007,37(2):205-209. |
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| 作者姓名： | 刘扬 蔡坤 赵伟 樊艳玲 |
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| 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. 黄河科技大学,郑州,450005 |
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| 摘 要： | 针对声纹识别和人脸识别等高维的生物特征身份识别问题,本文提出了一种基于遗传小波神经网络的补偿模糊分类器,实验结果表明本分类器比传统的BP神经网络的效果好.
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| 关 键 词： | 小波变换 神经网络 遗传算法 模糊逻辑 人脸识别 声纹识别 |
| 文章编号： | 1003-4978（2007）02-0205-05 |
| 修稿时间： | 2006-05-10 |
A Biometric Recognition Classifier Design and Application |
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| LIU Yang,CAI Kun,ZHAO Wei,FAN Yan-ling.A Biometric Recognition Classifier Design and Application[J].Journal of Henan University(Natural Science),2007,37(2):205-209. |
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| Authors: | LIU Yang CAI Kun ZHAO Wei FAN Yan-ling |
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| Institution: | 1. School of Computer Science and Information Engineering, Henan University, Henan Kai f eng 475001, China 2. Yellow River Science and Technology University, Zhengzhou 450005, China |
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| Abstract: | A compensative fuzzy classifier based on genetic algorithm wavelet neural network is presented to solve the problem like high-dimensional biometric authentication such as voiceprint and face recognition.The experiment result proved that the classifier could effectively improve the recognition rate comparing to the traditional Back-Propagation neural network. |
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| Keywords: | wavelet transform artificial neural network genetic algorithm fuzzy logic face recognition voiceprint recognition |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
