Touch-less Fingerprint Recognition System
Touch-less fingerprint recognition is regarded as a viable alternative to contact-based fingerprint recognition technology. It provides a near ideal solution to the problems in terms of hygienic, maintenance and latent fingerprints. In this paper, we present a touch-less fingerprint recognition syst...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2007
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/3278/ http://shdl.mmu.edu.my/3278/1/Touch-less%20Fingerprint%20Recognition%20System.pdf |
| _version_ | 1848790283340218368 |
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| author | Hiew, Bee Yan Teoh, Andrew Ben Jin Pang, Ying Han |
| author_facet | Hiew, Bee Yan Teoh, Andrew Ben Jin Pang, Ying Han |
| author_sort | Hiew, Bee Yan |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | Touch-less fingerprint recognition is regarded as a viable alternative to contact-based fingerprint recognition technology. It provides a near ideal solution to the problems in terms of hygienic, maintenance and latent fingerprints. In this paper, we present a touch-less fingerprint recognition system by using a digital camera. Specifically, we address the constraints of the fingerprint images that were acquired with digital camera, such as the low contrast between the ridges and the valleys in fingerprint images, defocus and motion blurriness. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage shows the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter and the favorable verification results are attained with the Support Vector Machine. |
| first_indexed | 2025-11-14T18:10:09Z |
| format | Conference or Workshop Item |
| id | mmu-3278 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:10:09Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-32782017-01-05T03:31:55Z http://shdl.mmu.edu.my/3278/ Touch-less Fingerprint Recognition System Hiew, Bee Yan Teoh, Andrew Ben Jin Pang, Ying Han T Technology (General) QA75.5-76.95 Electronic computers. Computer science Touch-less fingerprint recognition is regarded as a viable alternative to contact-based fingerprint recognition technology. It provides a near ideal solution to the problems in terms of hygienic, maintenance and latent fingerprints. In this paper, we present a touch-less fingerprint recognition system by using a digital camera. Specifically, we address the constraints of the fingerprint images that were acquired with digital camera, such as the low contrast between the ridges and the valleys in fingerprint images, defocus and motion blurriness. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage shows the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter and the favorable verification results are attained with the Support Vector Machine. 2007-06 Conference or Workshop Item NonPeerReviewed text en http://shdl.mmu.edu.my/3278/1/Touch-less%20Fingerprint%20Recognition%20System.pdf Hiew, Bee Yan and Teoh, Andrew Ben Jin and Pang, Ying Han (2007) Touch-less Fingerprint Recognition System. In: 5th IEEE Workshop on Automatic Identification Advanced Technologies, 07-08 June 2007, Alghero, Italy. http://dx.doi.org/10.1109/AUTOID.2007.380587 doi:10.1109/AUTOID.2007.380587 doi:10.1109/AUTOID.2007.380587 |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science Hiew, Bee Yan Teoh, Andrew Ben Jin Pang, Ying Han Touch-less Fingerprint Recognition System |
| title | Touch-less Fingerprint Recognition System |
| title_full | Touch-less Fingerprint Recognition System |
| title_fullStr | Touch-less Fingerprint Recognition System |
| title_full_unstemmed | Touch-less Fingerprint Recognition System |
| title_short | Touch-less Fingerprint Recognition System |
| title_sort | touch-less fingerprint recognition system |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/3278/ http://shdl.mmu.edu.my/3278/ http://shdl.mmu.edu.my/3278/ http://shdl.mmu.edu.my/3278/1/Touch-less%20Fingerprint%20Recognition%20System.pdf |