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›› 2000, Vol. 26 ›› Issue (08): 9-.

• 论文 • 上一篇    下一篇

基于差别特征的神经网络人脸识别

陈刚,戚飞虎   

  1. 上海交通大学计算机科学与工程系 上海 200030,上海交通大学计算机科学与工程系 上海 200030
  • 发布日期:2000-08-25

Neural Network Based on Difference Features in Recognition of Human Faces

CHEN Gang, OI Feihu   

  1. (Department of Computer Science & Engineering. Shanghai Jiaotong University, Shanhai 200030)
  • Published:2000-08-25

摘要: 根据视觉识别的差别特征分辨特性,该文对自联想神经网络进行了改进,提出了基于差别特征的识别方法.文中采用ORL人脸图象库进行的对比识别实验表明,改进后的差别特征神经网络对原人脸图象和加高斯噪声的人脸图象,都较自联想神经网络识别率高,证实了差别特征的有效性.

关键词: 神经网络, 差别特征, 人脸识别, 模式识别

Abstract: We applied the principle and difference features. based on which we presented an improved auto-association neural network. Using ORL face database. the face recognition experiment compared auto-association network and the difference features based network with Original face images and the ones added Gauss noises. It showed that foe difference features based neural network performed better than the old one and proved the efficiency of the difference features.

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