Analysis of thumbprint recognition in different bit levels
In this paper, a preliminary analysis of thumbprint recognition in different bit levels is presented. A digital image consists of m x n pixels and each pixel is represented by gray level value. In an 8-bits gray level image, the gray level value range from 0 to 255 for each pixel. Each bit-plane wil...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2013
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/16317/ http://ir.unimas.my/id/eprint/16317/1/Analysis%20of%20thumbprint%20recognition%20in%20different%20bit%20levels%20%28abstrak%29.pdf |
| _version_ | 1848838035908591616 |
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| author | Md. Rezaur, Rahman Bong, David B L Lee, T.Z |
| author_facet | Md. Rezaur, Rahman Bong, David B L Lee, T.Z |
| author_sort | Md. Rezaur, Rahman |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | In this paper, a preliminary analysis of thumbprint recognition in different bit levels is presented. A digital image consists of m x n pixels and each pixel is represented by gray level value. In an 8-bits gray level image, the gray level value range from 0 to 255 for each pixel. Each bit-plane will then be extracted as the input into the neural network to test its performance and accuracy. The performance is then evaluated based on the recognition rate of each bit plane |
| first_indexed | 2025-11-15T06:49:09Z |
| format | Article |
| id | unimas-16317 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:49:09Z |
| publishDate | 2013 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-163172017-06-06T06:52:44Z http://ir.unimas.my/id/eprint/16317/ Analysis of thumbprint recognition in different bit levels Md. Rezaur, Rahman Bong, David B L Lee, T.Z T Technology (General) In this paper, a preliminary analysis of thumbprint recognition in different bit levels is presented. A digital image consists of m x n pixels and each pixel is represented by gray level value. In an 8-bits gray level image, the gray level value range from 0 to 255 for each pixel. Each bit-plane will then be extracted as the input into the neural network to test its performance and accuracy. The performance is then evaluated based on the recognition rate of each bit plane IEEE 2013 Article PeerReviewed text en http://ir.unimas.my/id/eprint/16317/1/Analysis%20of%20thumbprint%20recognition%20in%20different%20bit%20levels%20%28abstrak%29.pdf Md. Rezaur, Rahman and Bong, David B L and Lee, T.Z (2013) Analysis of thumbprint recognition in different bit levels. 2012 International Conference on Advanced Computer Science Applications and Technologies. pp. 192-198. ISSN ISBN: 978-1-4673-5832-3 http://ieeexplore.ieee.org/document/6516350/ DOI: 10.1109/ACSAT.2012.53 |
| spellingShingle | T Technology (General) Md. Rezaur, Rahman Bong, David B L Lee, T.Z Analysis of thumbprint recognition in different bit levels |
| title | Analysis of thumbprint recognition in different bit levels |
| title_full | Analysis of thumbprint recognition in different bit levels |
| title_fullStr | Analysis of thumbprint recognition in different bit levels |
| title_full_unstemmed | Analysis of thumbprint recognition in different bit levels |
| title_short | Analysis of thumbprint recognition in different bit levels |
| title_sort | analysis of thumbprint recognition in different bit levels |
| topic | T Technology (General) |
| url | http://ir.unimas.my/id/eprint/16317/ http://ir.unimas.my/id/eprint/16317/ http://ir.unimas.my/id/eprint/16317/ http://ir.unimas.my/id/eprint/16317/1/Analysis%20of%20thumbprint%20recognition%20in%20different%20bit%20levels%20%28abstrak%29.pdf |