Hierarchical Class-Specific Kernel Discriminant Analysis for Face Verification

被引：0
作者：
Iosifidis, Alexandros [1 ]
Gabbouj, Moncef [1 ]
机构：
[1] Tampere Univ Technol, FIN-33101 Tampere, Finland
来源：
2016 30TH ANNIVERSARY OF VISUAL COMMUNICATION AND IMAGE PROCESSING (VCIP) | 2016年
关键词：
Class-specific Discriminant Analysis; Hierarchical Kernel Methods; RECOGNITION;
D O I：
暂无
中图分类号：
TB8 [摄影技术];
学科分类号：
0804 ;
摘要：
In this paper, a new method for nonlinear class specific data projection is proposed for verification problems. We apply a hierarchical process formed by multiple nonlinear class-specific data projection layers in order to determine data representations in multiple subspaces enhancing class discrimination. We evaluate the proposed method on four publicly available facial image datasets and compare its performance with related methods and show its effectiveness.
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页数：4
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