DocumentCode
3185558
Title
Some Handwritten Signature Parameters in Biometric Recognition Process
Author
Porwik, Piotr ; Para, Tomasz
Author_Institution
Silesian Univ., Sosnowiec
fYear
2007
fDate
25-28 June 2007
Firstpage
185
Lastpage
190
Abstract
In this paper there is the off-line type signature analysis profoundly considered. The analysis consists of three stages which allow to define the features (weights) of the signature. Different influences of such features are tested and stated. In this paper personal signature is first pre-processed and then processed in the three-stage method. In proposed approach the Hough transform is introduced, the 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 instance in biometric authentication, either as biometric computer protection or as a method of the analysis of person´s behaviour changes.
Keywords
Hough transforms; biometrics (access control); digital signatures; handwriting recognition; Hough transform; biometric authentication; biometric recognition process; handwritten signature parameter; horizontal signature histogram; vertical signature histogram; Biometrics; Feature extraction; Handwriting recognition; Histograms; Image analysis; Informatics; Pattern analysis; Performance analysis; Spatial databases; Testing; Hough transform; Signature recognition; features extraction; pre-processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology Interfaces, 2007. ITI 2007. 29th International Conference on
Conference_Location
Cavtat
ISSN
1330-1012
Print_ISBN
953-7138-10-0
Electronic_ISBN
1330-1012
Type
conf
DOI
10.1109/ITI.2007.4283767
Filename
4283767
Link To Document