Digital camera based fingerprint recognition
Touch-less fingerprint recognition deserves increasing attention as it lets off the problems of deformation, maintenance, latent fingerprint problems and so on that still exist in the touch-based fingerprint technology. However, problems such as the low ridges-valleys contrast in the fingerprint ima...
| 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/3219/ http://shdl.mmu.edu.my/3219/1/Digital%20camera%20based%20fingerprint%20recognition.pdf |
| _version_ | 1848790267212070912 |
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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 deserves increasing attention as it lets off the problems of deformation, maintenance, latent fingerprint problems and so on that still exist in the touch-based fingerprint technology. However, problems such as the low ridges-valleys contrast in the fingerprint images, defocus and motion blurriness raise when developing a digital camera based fingerprint recognition system. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage presents the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter followed by Principle Component Analysis (PCA) and the favorable verification results are attained with Cosine Angle. |
| first_indexed | 2025-11-14T18:09:54Z |
| format | Conference or Workshop Item |
| id | mmu-3219 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:09:54Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-32192017-01-05T03:21:31Z http://shdl.mmu.edu.my/3219/ Digital camera based fingerprint recognition 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 deserves increasing attention as it lets off the problems of deformation, maintenance, latent fingerprint problems and so on that still exist in the touch-based fingerprint technology. However, problems such as the low ridges-valleys contrast in the fingerprint images, defocus and motion blurriness raise when developing a digital camera based fingerprint recognition system. The system comprises of preprocessing, feature extraction and matching stages. The proposed preprocessing stage presents the promising results in terms of segmentation, enhancement and core point detection. Feature extraction is done by Gabor filter followed by Principle Component Analysis (PCA) and the favorable verification results are attained with Cosine Angle. 2007-05 Conference or Workshop Item NonPeerReviewed text en http://shdl.mmu.edu.my/3219/1/Digital%20camera%20based%20fingerprint%20recognition.pdf Hiew, Bee Yan and Teoh, Andrew Ben Jin and Pang, Ying Han (2007) Digital camera based fingerprint recognition. In: IEEE International Conference on Telecommunications/IEEE Malaysia International Conference on Communications (ICT-MICC 2007), 14-17 May 2007, Penang, Malaysia. http://ieeexplore.ieee.org/document/4448572/ |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science Hiew, Bee Yan Teoh, Andrew Ben Jin Pang, Ying Han Digital camera based fingerprint recognition |
| title | Digital camera based fingerprint recognition |
| title_full | Digital camera based fingerprint recognition |
| title_fullStr | Digital camera based fingerprint recognition |
| title_full_unstemmed | Digital camera based fingerprint recognition |
| title_short | Digital camera based fingerprint recognition |
| title_sort | digital camera based fingerprint recognition |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/3219/ http://shdl.mmu.edu.my/3219/ http://shdl.mmu.edu.my/3219/1/Digital%20camera%20based%20fingerprint%20recognition.pdf |