Bio-Inspired Generalized Global Shape Approach for Writer Identification
Abstract—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 identificat...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Waset
2006
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| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/25/ http://eprints.utem.edu.my/id/eprint/25/1/v16-11_CISE2006.pdf |
| _version_ | 1848886872941527040 |
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| author | Muda, A. K. Shamsuddin, S. M. Darus, M. |
| author_facet | Muda, A. K. Shamsuddin, S. M. Darus, M. |
| author_sort | Muda, A. K. |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Abstract—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 | Conference or Workshop Item |
| id | utem-25 |
| institution | Universiti Teknikal Malaysia Melaka |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T19:45:24Z |
| publishDate | 2006 |
| publisher | Waset |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utem-252015-05-28T02:16:29Z http://eprints.utem.edu.my/id/eprint/25/ Bio-Inspired Generalized Global Shape Approach for Writer Identification Muda, A. K. Shamsuddin, S. M. Darus, M. TA Engineering (General). Civil engineering (General) Abstract—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. Waset 2006 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/25/1/v16-11_CISE2006.pdf Muda, A. K. and Shamsuddin, S. M. and Darus, M. (2006) Bio-Inspired Generalized Global Shape Approach for Writer Identification. In: INTERNATIONAL ENFORMATIKA CONFERENCE, 24 - 26 Nov, 2006, Venice, Italy. |
| spellingShingle | TA Engineering (General). Civil engineering (General) Muda, A. K. Shamsuddin, S. M. Darus, M. 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 | TA Engineering (General). Civil engineering (General) |
| url | http://eprints.utem.edu.my/id/eprint/25/ http://eprints.utem.edu.my/id/eprint/25/1/v16-11_CISE2006.pdf |