Biometric signature verification using pen position, time, velocity and pressure parameters
The paper describes the development of a handwritten signature verification system incorporating pen pressure of signature path, time duration of the signing procedure, velocity profile of signature and position of signature shape. The handwritten signals have been captured and digitized using a tab...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2008
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| Online Access: | http://eprints.utm.my/9412/3/MusaMailah2008_BiometricSignatureVerificationUsingPen.pdf |
| _version_ | 1825910306907357184 |
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| author | Mailah, Musa Lim, Boon Han |
| author_facet | Mailah, Musa Lim, Boon Han |
| author_sort | Mailah, Musa |
| collection | ePrints |
| description | The paper describes the development of a handwritten signature verification system incorporating pen pressure of signature path, time duration of the signing procedure, velocity profile of signature and position of signature shape. The handwritten signals have been captured and digitized using a tablet. The main features of the proposed signature verification system are the dynamically update of handwritten signature, retries capability in verification, application of tolerance bands and threshold values, development of user friendly Graphic User Interface, application of Common Time Axes and verification of signatures using a class of a multilayer feed-forward neural network. A novel algorithm has been applied that provides the ability to produce consistent and high accuracy verification result and maintain the speed of verification. The system has yielded 1.33% of False Reject Rate and 0% False Acceptation Rate with the verification using random forgery signatures. |
| first_indexed | 2024-03-05T18:15:08Z |
| format | Article |
| id | utm.eprints-9412 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:15:08Z |
| publishDate | 2008 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-94122017-02-15T07:22:34Z http://eprints.utm.my/9412/ Biometric signature verification using pen position, time, velocity and pressure parameters Mailah, Musa Lim, Boon Han TJ Mechanical engineering and machinery The paper describes the development of a handwritten signature verification system incorporating pen pressure of signature path, time duration of the signing procedure, velocity profile of signature and position of signature shape. The handwritten signals have been captured and digitized using a tablet. The main features of the proposed signature verification system are the dynamically update of handwritten signature, retries capability in verification, application of tolerance bands and threshold values, development of user friendly Graphic User Interface, application of Common Time Axes and verification of signatures using a class of a multilayer feed-forward neural network. A novel algorithm has been applied that provides the ability to produce consistent and high accuracy verification result and maintain the speed of verification. The system has yielded 1.33% of False Reject Rate and 0% False Acceptation Rate with the verification using random forgery signatures. Penerbit UTM Press 2008-06 Article PeerReviewed application/pdf en http://eprints.utm.my/9412/3/MusaMailah2008_BiometricSignatureVerificationUsingPen.pdf Mailah, Musa and Lim, Boon Han (2008) Biometric signature verification using pen position, time, velocity and pressure parameters. Jurnal Teknologi A (48A). pp. 35-54. ISSN 0127-9696 |
| spellingShingle | TJ Mechanical engineering and machinery Mailah, Musa Lim, Boon Han Biometric signature verification using pen position, time, velocity and pressure parameters |
| title | Biometric signature verification using pen position, time, velocity and pressure parameters |
| title_full | Biometric signature verification using pen position, time, velocity and pressure parameters |
| title_fullStr | Biometric signature verification using pen position, time, velocity and pressure parameters |
| title_full_unstemmed | Biometric signature verification using pen position, time, velocity and pressure parameters |
| title_short | Biometric signature verification using pen position, time, velocity and pressure parameters |
| title_sort | biometric signature verification using pen position time velocity and pressure parameters |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.utm.my/9412/3/MusaMailah2008_BiometricSignatureVerificationUsingPen.pdf |
| work_keys_str_mv | AT mailahmusa biometricsignatureverificationusingpenpositiontimevelocityandpressureparameters AT limboonhan biometricsignatureverificationusingpenpositiontimevelocityandpressureparameters |