Title
A Multi-Expert Signature Verification System For Bankcheck Processing
Abstract
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.
Year
DOI
Venue
1997
10.1142/S0218001497000378
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
Keywords
Field
DocType
bankcheck processing system, static signature verification, neural network, clustering, multi-expert approach
Data mining,Cashier's check,Voting,Computer science,Document processing,Expert system,Artificial intelligence,Cluster analysis,Artificial neural network,Machine learning,Verification system
Journal
Volume
Issue
ISSN
11
5
0218-0014
Citations 
PageRank 
References 
28
1.83
4
Authors
4
Name
Order
Citations
PageRank
Giovanni Dimauro119024.09
Sebastiano Impedovo221726.47
Giuseppe Pirlo323434.30
A. Salzo415714.06