微型机与应用2012,Vol.31Issue(15):43-44,47,3.
一种基于模糊支持向量机的人脸识别新算法
A new method of face recognition based on FSVM
摘要
Abstract
A new method of face recognition based on fuzzy support vector machine(FSVM)and independent component analysis (ICA) is proposed. Firstly, eigenface space is constructed depending on independent component analysis (ICA). In eigenface space, FSVM is applied to recognize and classify face image. The experimental results on ORL data-bases demonstrate that the algorithm has high efficiency in runtime and correct localization rate.关键词
独立元分析/支持向量机/模糊支持向量机/人脸识别Key words
ICA/SVM/FSVM/face recognition分类
计算机与自动化引用本文复制引用
杨颖娴..一种基于模糊支持向量机的人脸识别新算法[J].微型机与应用,2012,31(15):43-44,47,3.基金项目
基金项目:广东省自然利学基金项目 ()