DocumentCode :
3065656
Title :
The Compact Three Stages Method of the Signature Recognition
Author :
Porwik, Piotr
Author_Institution :
Univ. of Silesia, Sosnowiec
fYear :
2007
fDate :
28-30 June 2007
Firstpage :
282
Lastpage :
287
Abstract :
In this paper the off-line type signature analysis have been considered. Signature image by means of three different approaches is analysed, what allows to define features (weights) of the signature. Different influences of such features were tested and stated. In this paper, personal signature is pre-processed and in the three stages signature is processed. In proposed approach the Hough transform is introduced, centre of signature gravity is determined, and the horizontal and vertical signature histograms are performed. Proposed approach gives good signature recognition level, hence described method can be used in many areas, for example in biometric authentication, as biometric computer protection or as method of the analysis of person´s behaviour changes.
Keywords :
Hough transforms; handwriting recognition; Hough transform; biometric authentication; biometric computer protection; off-line type signature analysis; signature image; signature recognition; Biometrics; Gravity; Histograms; Image analysis; Image databases; Pattern analysis; Performance analysis; Pixel; Protection; Shape; Hough transform; Signature recognition; centre of gravity; histograms; person´s identification.; pre-processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Information Systems and Industrial Management Applications, 2007. CISIM '07. 6th International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
0-7695-2894-5
Type :
conf
DOI :
10.1109/CISIM.2007.65
Filename :
4273535
Link To Document :
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