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The Modified DTW Method for On-Line Automatic Signature Verification.

Authors :
Hai Jin
Reed, Daniel
Wenbin Jiang
Cho, Dong Uk
Bae, Young Lae J.
Ko, Il Seok
Source :
Network & Parallel Computing; 2005, p335-342, 8p
Publication Year :
2005

Abstract

Dynamic Programming Matching (DPM) is a mathematical optimization technique for sequentially structured problems, which has, over the years, played a major role in providing primary algorithms in pattern recognition fields. Most practical applications of this method in signature verification have been based on the practical implementational version proposed by Sakoe and Chiba [1], and is usually applied as a case of slope constraintp = 0. We found, in this case, a modified version of DPM by applying a forward seeking implementation is more efficient, offering significantly reduced processing complexity as well as slightly improved verification performance. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540298106
Database :
Supplemental Index
Journal :
Network & Parallel Computing
Publication Type :
Book
Accession number :
32906750
Full Text :
https://doi.org/10.1007/11577188_48