Dynamic signature verification using sensor based data glove
Handwritten signature verification is a well-established and potential area of research with numerous applications such as commercial (e.g., Credit card, bank check verification etc.), government (e.g., National ID card, Driver's license, passport control etc.) and forensic (e.g., corpse identi...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2007
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/325/ http://scholars.utp.edu.my/id/eprint/325/1/paper.pdf |
| _version_ | 1848658959999696896 |
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| author | N.S., Kamel S., Sayeed R., Besar |
| author_facet | N.S., Kamel S., Sayeed R., Besar |
| author_sort | N.S., Kamel |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Handwritten signature verification is a well-established and potential area of research with numerous applications such as commercial (e.g., Credit card, bank check verification etc.), government (e.g., National ID card, Driver's license, passport control etc.) and forensic (e.g., corpse identification) application. In this paper, we propose a new approach to deal with the problem of handwritten signature verification and forgery detection using data glove. The technique is based on linearly projecting the glove signature into a low-dimensional space, through the Singular Value Decomposition (SVD). The Euclidean distance between the different groups of singular values is used to measure the authenticity of the tried signatures. The reliability and efficiency of the proposed system against forgeries are tested and reported. A comparative analysis has also been shown for data gloves with 14, 5, and 4 sensors respectively. © 2006 IEEE.
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| first_indexed | 2025-11-13T07:22:49Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:325 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:22:49Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:3252017-01-19T08:27:11Z http://scholars.utp.edu.my/id/eprint/325/ Dynamic signature verification using sensor based data glove N.S., Kamel S., Sayeed R., Besar TK Electrical engineering. Electronics Nuclear engineering Handwritten signature verification is a well-established and potential area of research with numerous applications such as commercial (e.g., Credit card, bank check verification etc.), government (e.g., National ID card, Driver's license, passport control etc.) and forensic (e.g., corpse identification) application. In this paper, we propose a new approach to deal with the problem of handwritten signature verification and forgery detection using data glove. The technique is based on linearly projecting the glove signature into a low-dimensional space, through the Singular Value Decomposition (SVD). The Euclidean distance between the different groups of singular values is used to measure the authenticity of the tried signatures. The reliability and efficiency of the proposed system against forgeries are tested and reported. A comparative analysis has also been shown for data gloves with 14, 5, and 4 sensors respectively. © 2006 IEEE. 2007 Conference or Workshop Item NonPeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/325/1/paper.pdf N.S., Kamel and S., Sayeed and R., Besar (2007) Dynamic signature verification using sensor based data glove. In: 8th International Conference on Signal Processing, ICSP 2006, 16 November 2006 through 20 November 2006, Guilin. http://www.scopus.com/inward/record.url?eid=2-s2.0-34249309210&partnerID=40&md5=cd13079f111d5ff0303ddfc5c2ef10d7 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering N.S., Kamel S., Sayeed R., Besar Dynamic signature verification using sensor based data glove |
| title | Dynamic signature verification using sensor based data glove
|
| title_full | Dynamic signature verification using sensor based data glove
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| title_fullStr | Dynamic signature verification using sensor based data glove
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| title_full_unstemmed | Dynamic signature verification using sensor based data glove
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| title_short | Dynamic signature verification using sensor based data glove
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| title_sort | dynamic signature verification using sensor based data glove |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/325/ http://scholars.utp.edu.my/id/eprint/325/ http://scholars.utp.edu.my/id/eprint/325/1/paper.pdf |