Deriving a subspace model for personal authentication in biometric - Dynamic signature case

被引:0
|
作者
Tanaka, Masahiro [1 ]
Bargiela, Andrzej [2 ]
机构
[1] Konan Univ, Dept Informat Sci & Syst Engn, Higashinada Ku, 8-9-1 Okamoto, Kobe, Hyogo 6588501, Japan
[2] Nottingham Trent Univ, Dept Comp & Math, Nottingham NG11 8NS, England
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with personal authentication by biometrics and specifically by signature verification. In biometrics most common case is to register a single data set for authentication. That is why it is frequently not possible to apply popular pattern recognition methods which require a significant amount of positive and negative training data. We propose a new recognition method that uses a subspace derived from a set of test experiments data. By applying a subspace centred on the point designated as the registered data we can authenticate signatures of registered users.
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页码:239 / +
页数:3
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