| 基于免疫算法和支持向量机的人脸识别 |
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| 引用本文： | 周天宏,张建清,曹大有. 基于免疫算法和支持向量机的人脸识别[J]. 长江大学学报, 2006, 0(4) |
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| 作者姓名： | 周天宏 张建清 曹大有 |
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| 作者单位： | 郧阳师范高等专科学校计算机科学系，武汉大学遥感信息学院数字摄影测量与计算机视觉研究中心 湖北武汉430072，武汉大学遥感信息学院数字摄影测量与计算机视觉研究中心，郧阳师范高等专科学校计算机科学系，湖北丹江口442700，湖北武汉430072，湖北丹江口442700 |
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| 摘 要： | 提出了一种基于免疫支持向量机人脸识别方法。针对支持向量机学习是一种有导师的学习,引入了否定算法,把人脸特征否定的结果来供支持向量机学习。该算法大大降低了运算复杂度,试验结果表明,该算法与其它方法相比具有较高的识别率。
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| 关 键 词： | 人脸识别 免疫算法 支持向量机 |
Facial Feature Recognition Based Immunity Algorithm and Support Vector Machine |
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| ZHOU Tian-hong. Facial Feature Recognition Based Immunity Algorithm and Support Vector Machine[J]. Journal of Yangtze University, 2006, 0(4) |
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| Authors: | ZHOU Tian-hong |
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| Abstract: | A method for facial feature recognition based on immunity algorithm and support vector machine is proposed.Because the learning support vector machine is an instructing learning,a negative algorithm is introduced.The negative result of facial feature is provided for the support vector machine learning.The complexity of operation is greatly reduced.The result shows that compared with other method,the method has a high recognition rate. |
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| Keywords: | facial feature recognition immunity algorithm support vector machine |
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