http://dx.doi.org/10.1007/978-3-642-04394-9_65">
 

Document Type

Conference Paper

Department/Unit

Department of Computer Science

Title

Writer identification using a hybrid method combining gabor wavelet and mesh fractal dimension

Language

English

Abstract

Writer identification is to determine the writer from unknown handwritings, which has been becoming an active research topic in pattern recognition field. This paper proposes a new hybrid method combining Gabor function and mesh fractal dimension for off-line, text-independent writer identification. Compared to the existing Gabor-based method for off-line, text-independent writer identification, this new method is capable of extracting more useful features to distinguish the handwritings. Experimental results show that this new method can achieve much better identification results than the existing Gabor-based method. © 2009 Springer Berlin Heidelberg.

Publication Date

2009

Source Publication Title

Intelligent Data Engineering and Automated Learning - IDEAL 2009: 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings

Start Page

535

End Page

542

Conference Location

Burgos, Spain

Publisher

Springer

ISBN (print)

9783642043932

ISBN (electronic)

9783642043949

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