文章基本信息

标题：Facial Image Analysis Using Multilinear Algebra
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作者：P.JENNIFER ; DR. A. MUTHU KUMARAVEL
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2013
卷号：1
期号：4
出版社：S&S Publications
摘要：The Natural images are the composite effect of multiple factors related to scene structure, illumination,and imag-ing. For facial images, the factors include different facial geometries, expressions, head poses, and lightingcondi-tions. We apply multilinear algebra, the algebra of higher-order tensors, to obtain a sparing representation offacial image ensembles which separates these factors. Our representation, called Tensor Faces, yields improved facialrecognition rates relative to standard eigenfaces