%0 Journal Article
%T Ear Recognition Using KDA/GSVD and SVM<br>基于KDA／GSVD和支持向量机的人耳识别
%A ZHAO Hal-long
%A MU Zhi-chun
%A ZHANG Xia
%A DUN Wen-jie
%A <br>赵海龙
%A 穆志纯
%A 张霞敦
%A 敦文杰
%J 计算机科学
%D 2009
%I 
%X Ear recognition is one of important branches of biometrics.We proposed a new ear recognition method which uses KDA/GSVD method to reduce image dimensions and support vector machines as classifier.The experimental results on the USTB-77 ear database show that the new method can overcome the singularity problem of covariance matrices that represent the scatter within and between clusters and perform well in accuracy simultaneously.
%K KDA/GSVD<br>人耳识别
%K 线性判别分析
%K 广义奇异值分解
%K 支持向量机
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=E0B0A90D0FAF7AAED35860C5FF6CC8AC&yid=DE12191FBD62783C&vid=933658645952ED9F&iid=0B39A22176CE99FB&sid=4290346F7268639E&eid=89AC6B0ADBEA2741&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=11