A multi-expert signature verification system for bankcheck processing

被引：38

作者：

Dimauro, G ^{[1
]}

Impedovo, S ^{[1
]}

Pirlo, G ^{[1
]}

Salzo, A ^{[1
]}

机构：

[1] UNIV BARI, DIPARTIMENTO INFORMAT, I-70126 BARI, ITALY

来源：

INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE | 1997年 / 11卷 / 05期

关键词：

bankcheck processing system; static signature verification; neural network; clustering; multi-expert approach;

D O I：

10.1142/S0218001497000378

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper a multi-expert signature verification system is presented. The system has been specifically designed for applications in the field of bankcheck processing. For this purpose, it combines three different algorithms for signature verification. A wholistic approach is used in the first algorithm, a component-oriented approach is used in the second and third algorithms. The second algorithm is based on a structure-based procedure, the third algorithm uses a highly-adaptive neural network. The three algorithms are combined in the multi-expert system by a voting strategy.

引用

页码：827 / 844

页数：18

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