Face Recognition by Detection of Matching Cliques of Points

被引：1

作者：

Stentiford, Fred ^{[1
]}

机构：

[1] UCL, Elect & Elect Engn Dept, London, England

来源：

IMAGE PROCESSING: MACHINE VISION APPLICATIONS VII | 2014年 / 9024卷

关键词：

Face recognition; pattern recognition; similarity; human vision; graph matching; ACTIVE APPEARANCE MODELS;

D O I：

10.1117/12.2036422

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper addresses the problem of face recognition using a graphical representation to identify structure that is common to pairs of images. Matching graphs are constructed where nodes correspond to image locations and edges are dependent on the relative orientation of the nodes. Similarity is determined from the size of maximal matching cliques in pattern pairs. The method uses a single reference face image to obtain recognition without a training stage. The Yale Face Database A is used to compare performance with earlier work on faces containing variations in expression, illumination, occlusion and pose and for the first time obtains a 100% correct recognition result.

引用

页数：11