Bio-inspired generalized global shape approach for writer identification
Writer identification is one of the areas in pattern recognition that attract many researchers to work in, particularly in forensic and biometric application, where the writing style can be used as biometric features for authenticating an identity. The challenging task in writer identification is th...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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World Enformatika Society
2006
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| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/24/ http://eprints.utem.edu.my/id/eprint/24/1/v16-11_CISE2006.pdf |
| _version_ | 1848886872635342848 |
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| author | Draman @ Muda, Azah Kamilah Shamsuddin, Siti Mariyam Darus, Maslina |
| author_facet | Draman @ Muda, Azah Kamilah Shamsuddin, Siti Mariyam Darus, Maslina |
| author_sort | Draman @ Muda, Azah Kamilah |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Writer identification is one of the areas in pattern recognition that attract many researchers to work in, particularly in forensic and biometric application, where the writing style can be used as biometric features for authenticating an identity. The challenging task in writer identification is the extraction of unique features, in which the individualistic of such handwriting styles can be adopted into bio-inspired generalized global shape for writer identification. In this paper, the feasibility of generalized global shape concept of complimentary binding in Artificial Immune System (AIS) for writer identification is explored. An experiment based on the proposed framework has been conducted to proof the validity and feasibility of the proposed approach for off-line writer identification. |
| first_indexed | 2025-11-15T19:45:24Z |
| format | Article |
| id | utem-24 |
| institution | Universiti Teknikal Malaysia Melaka |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T19:45:24Z |
| publishDate | 2006 |
| publisher | World Enformatika Society |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utem-242023-08-16T16:34:44Z http://eprints.utem.edu.my/id/eprint/24/ Bio-inspired generalized global shape approach for writer identification Draman @ Muda, Azah Kamilah Shamsuddin, Siti Mariyam Darus, Maslina Q Science (General) Writer identification is one of the areas in pattern recognition that attract many researchers to work in, particularly in forensic and biometric application, where the writing style can be used as biometric features for authenticating an identity. The challenging task in writer identification is the extraction of unique features, in which the individualistic of such handwriting styles can be adopted into bio-inspired generalized global shape for writer identification. In this paper, the feasibility of generalized global shape concept of complimentary binding in Artificial Immune System (AIS) for writer identification is explored. An experiment based on the proposed framework has been conducted to proof the validity and feasibility of the proposed approach for off-line writer identification. World Enformatika Society 2006 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/24/1/v16-11_CISE2006.pdf Draman @ Muda, Azah Kamilah and Shamsuddin, Siti Mariyam and Darus, Maslina (2006) Bio-inspired generalized global shape approach for writer identification. Transaction on Engineering, Computing and Technology, 16. pp. 55-59. ISSN 1305-5313 |
| spellingShingle | Q Science (General) Draman @ Muda, Azah Kamilah Shamsuddin, Siti Mariyam Darus, Maslina Bio-inspired generalized global shape approach for writer identification |
| title | Bio-inspired generalized global shape approach for writer identification |
| title_full | Bio-inspired generalized global shape approach for writer identification |
| title_fullStr | Bio-inspired generalized global shape approach for writer identification |
| title_full_unstemmed | Bio-inspired generalized global shape approach for writer identification |
| title_short | Bio-inspired generalized global shape approach for writer identification |
| title_sort | bio-inspired generalized global shape approach for writer identification |
| topic | Q Science (General) |
| url | http://eprints.utem.edu.my/id/eprint/24/ http://eprints.utem.edu.my/id/eprint/24/1/v16-11_CISE2006.pdf |