计算机应用

• 智能感知与识别处理(Intelligence percepti • 上一篇    下一篇

DNA计算在人脸识别上的应用

申锎 唐普英   

  1. 电子科技大学光电信息学院200620503班 电子科技大学
  • 收稿日期:2007-11-26 修回日期:2008-01-21 发布日期:2008-05-01 出版日期:2008-05-01
  • 通讯作者: 申锎

Application of DNA algorithm to face recognition

<a href="http://www.joca.cn/EN/article/advancedSearchResult.do?searchSQL=(((Pu-ying Tang[Author]) AND 1[Journal]) AND year[Order])" target="_blank">Pu-ying Tang</a>   

  • Received:2007-11-26 Revised:2008-01-21 Online:2008-05-01 Published:2008-05-01

摘要: 提出一种将DNA计算结合奇异值分解(SVD)应用在人脸识别的方法,旨在利用其超大并行计算能力,在大规模的人脸识别中大量快速地缩小目标识别范围,从而使得后续识别能使用较为成熟的一般方法。在对ORL人脸库的实验中,有效地缩小了识别范围,使得DNA计算在人脸识别上有了新的应用。

关键词: DNA计算, 人脸识别, 粘贴模型, 奇异值分解

Abstract: This paper proposed a new method of face recognition, which used DNA algorithm mixed with Singular Value Decomposition (SVD). It aimed to quickly reduce the recognition targets of large scale face database, and make the next recognition process use regular methods possible. The experiment was carried out on standard ORL face database. The result indicates this method avails and DNA algorithm realizes its application on face recognition.

Key words: DNA algorithm, face recognition, sticker model, Singular Value Decomposition (SVD)