Selecting Significant Features for Authorship Invarianceness in Writer Identification
Handwriting is individualistic. The uniqueness of shape and style of handwriting can be used to identify the significant features in authenticating the author of writing. Acquiring these significant features leads to an important research in Writer Identification domain where to find the unique feat...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/45/ http://eprints.utem.edu.my/id/eprint/45/1/01790637_azah.pdf |
| _version_ | 1848886877583572992 |
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| author | Muda, A. K. Pratama, S. F. Yun-Huoy, C. Muda, N. A. |
| author_facet | Muda, A. K. Pratama, S. F. Yun-Huoy, C. Muda, N. A. |
| author_sort | Muda, A. K. |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Handwriting is individualistic. The uniqueness of shape and style of handwriting can be used to identify the significant features in authenticating the author of writing. Acquiring these significant features leads to an important research in Writer Identification domain where to find the unique features of individual which also known as Individuality of Handwriting. It relates to invarianceness of authorship where invarianceness between features for intraclass (same writer) is lower than inter-class (different writer). This paper discusses and reports the exploration of significant features for invarianceness of authorship from global shape features by using feature selection technique. The promising results show that the proposed method is worth to receive further exploration in identifying the handwritten authorship. |
| first_indexed | 2025-11-15T19:45:29Z |
| format | Conference or Workshop Item |
| id | utem-45 |
| institution | Universiti Teknikal Malaysia Melaka |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T19:45:29Z |
| publishDate | 2011 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utem-452015-05-28T02:16:35Z http://eprints.utem.edu.my/id/eprint/45/ Selecting Significant Features for Authorship Invarianceness in Writer Identification Muda, A. K. Pratama, S. F. Yun-Huoy, C. Muda, N. A. TA Engineering (General). Civil engineering (General) Handwriting is individualistic. The uniqueness of shape and style of handwriting can be used to identify the significant features in authenticating the author of writing. Acquiring these significant features leads to an important research in Writer Identification domain where to find the unique features of individual which also known as Individuality of Handwriting. It relates to invarianceness of authorship where invarianceness between features for intraclass (same writer) is lower than inter-class (different writer). This paper discusses and reports the exploration of significant features for invarianceness of authorship from global shape features by using feature selection technique. The promising results show that the proposed method is worth to receive further exploration in identifying the handwritten authorship. 2011 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/45/1/01790637_azah.pdf Muda, A. K. and Pratama, S. F. and Yun-Huoy, C. and Muda, N. A. (2011) Selecting Significant Features for Authorship Invarianceness in Writer Identification. In: Springer - Software Engineering and Computer Systems ICSECS 2011, 27 - 29 June, 2011, Pahang, Malaysia. |
| spellingShingle | TA Engineering (General). Civil engineering (General) Muda, A. K. Pratama, S. F. Yun-Huoy, C. Muda, N. A. Selecting Significant Features for Authorship Invarianceness in Writer Identification |
| title | Selecting Significant Features for Authorship Invarianceness in Writer Identification |
| title_full | Selecting Significant Features for Authorship Invarianceness in Writer Identification |
| title_fullStr | Selecting Significant Features for Authorship Invarianceness in Writer Identification |
| title_full_unstemmed | Selecting Significant Features for Authorship Invarianceness in Writer Identification |
| title_short | Selecting Significant Features for Authorship Invarianceness in Writer Identification |
| title_sort | selecting significant features for authorship invarianceness in writer identification |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://eprints.utem.edu.my/id/eprint/45/ http://eprints.utem.edu.my/id/eprint/45/1/01790637_azah.pdf |