无线电工程2011，Vol.41Issue(9)：15-17,3.
模糊二维线性鉴别分析算法
Fuzzy 2DLDA and Its Application to Face Recognition
林宇生 1房福龙 2杨万扣3
作者信息
- 1. 中国电子科技集团公司第五十四研究所,河北石家庄050081
- 2. 北京理工大学,北京100081
- 3. 江苏省水利网络数据中心,江苏南京210029
- 折叠
摘要
Abstract
This paper proposes a new method of face image feature extraction,namely,the fuzzy 2DLDA based on the 2D Linear discriminant criterion and fuzzy set theory.In the proposed method,we calculate membership degree matrix by FKNN,then we incorporate the membership degree into the definition of the intra-class scatter matrix and inter-class scatter matrix and get the fuzzy intra-class scatter matrix and fuzzy inter-class scatter matrix.Experiments on the Yale,ORL and FERET face databases show that the new method can work well.关键词
线性鉴别分析/模糊二维鉴别分析/特征提取/人脸识别Key words
linear discriminant analysis/fuzzy two dimension linear discriminant analysis/feature extraction/face recognition分类
信息技术与安全科学引用本文复制引用
林宇生,房福龙,杨万扣..模糊二维线性鉴别分析算法[J].无线电工程,2011,41(9):15-17,3.
