The HFB Face Database for Heterogeneous Face Biometrics Research

被引：15
|
作者：
Li, Stan Z. [1 ]
Lei, Zhen [1 ]
Ao, Meng [1 ]
机构：
[1] Chinese Acad Sci, Inst Automat, Ctr Biometr & Secur Res, Beijing 100190, Peoples R China
来源：
2009 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPR WORKSHOPS 2009), VOLS 1 AND 2 | 2009年
关键词：
RECOGNITION; ILLUMINATION;
D O I：
10.1109/FSKD.2009.137
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A face database, composed of visual (VIS), near infrared (NIR) and three-dimensional (3D) face images, is collected. Called the HFB Face Database, it is released now to promote research and development of Heterogeneous Face Biometrics (HFB). This release of Version I contains a total of 992 images from 100 subjects; there are 4 VIS, 4 NIR, and 1 or 2 3D face images per subject. In this paper we describe the apparatuses, environments and procedure of the data collection and present baseline performances of the standard PCA and LDA methods on the database.
引用
收藏
页码：267 / 274
页数：8
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