Offline signature verification system using Hidden Markov Model in MATLAB environment

被引：0
|
作者：
Ahmad, Sharifah Mumtazah Syed [1 ]
Shakil, Asma [1 ]
Balbed, Mustafa Agil Muhamad [1 ]
机构：
[1] UNITEN, Coll Informat Technol, KM 7, Kajang 43009, Selangor, Malaysia
来源：
WSEAS: ADVANCES ON APPLIED COMPUTER AND APPLIED COMPUTATIONAL SCIENCE | 2008年
关键词：
offline signature verification; Hidden Markov Model (HMM); Z-score analysis; AMTLAB; image processing;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper describes the design and development of a reliable offline signature verification system developed in MATLAB environment. The preprocessing methods, the feature extraction mechanism, the HMM modeling technique and the decision making algorithm used in the system are presented. The training and testing phases are also discussed in detail with testing having been carried out rigorously on Sigma [1] database - which reflects testing results in an actual application environment.
引用
收藏
页码：536 / +
页数：2
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