mk:afss02

Summary

Static Signature Verification Employing a Kosko-Neuro-Fuzzy Approach. Katrin Franke, Yu-Nong Zhang and Mario Köppen. In Advances in Soft Computing - AFSS 2002, Calcutta, India, February 2002, Proceedings, Calcutta, India, February 3--6, 2002, 2002. (URL)

Abstract

To overcome difficulties in transferring ``classical'' handwriting examination methods into computer algorithms a hybrid neuronal system, proposed by Kosko [1], was employed to derive rules for signature region matching. The segmentation of signatures, written on paper documents, into regions will be presented and the two stage fuzzy rule learning, for finding and tuning the fuzzy rules will be discussed. By using the neuro-fuzzy approach [1] a region matching performance of 98% was achieved.

Bibtex entry

@INPROCEEDINGS { mk:afss02,
    ABSTRACT = { To overcome difficulties in transferring ``classical'' handwriting examination methods into computer algorithms a hybrid neuronal system, proposed by Kosko [1], was employed to derive rules for signature region matching. The segmentation of signatures, written on paper documents, into regions will be presented and the two stage fuzzy rule learning, for finding and tuning the fuzzy rules will be discussed. By using the neuro-fuzzy approach [1] a region matching performance of 98% was achieved. },
    ADDRESS = { Calcutta, India, February 3--6, 2002 },
    AUTHOR = { Katrin Franke and Yu-Nong Zhang and Mario Köppen },
    BOOKTITLE = { Advances in Soft Computing - AFSS 2002, Calcutta, India, February 2002, Proceedings },
    MODIFIED = { 2008-02-28 15:02:27 +0900 },
    DOI = { 10.1007/3-540-45631-7_26 },
    EDITOR = { Nikhil R. Pal and Michio Sugeno },
    HASABSTRACT = { Yes },
    PUBLISHER = { Springer-Verlag Heidelberg },
    SERIES = { LNAI 2275 },
    TITLE = { Static Signature Verification Employing a Kosko-Neuro-Fuzzy Approach },
    URL = { http://www.springerlink.com/content/3yfju35hpwyvl4tl/ },
    YEAR = { 2002 },
    1 = { http://www.springerlink.com/content/3yfju35hpwyvl4tl/ },
    2 = { http://dx.doi.org/10.1007/3-540-45631-7_26 },
}