Fingerprint image enhancement using median sigmoid filter
Quality of fingerprint image is most essential to ensure good performance of minutiae extraction result since it depends heavily on the quality of fingerprint images. Fingerprint image with noise usually will produce spurious minutiae. In this paper, new combination filter called Median Sigmoid (MS)...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2015
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| Subjects: | |
| Online Access: | http://eprints.utm.my/55285/1/MohdShafryMohdRahim2015_FingerprintImageEnhancementusingMedian.pdf |
| _version_ | 1796860121138069504 |
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| author | Abdul Hamid, Ainul Azura Kumoi, Rosely Mohd. Rahim, Mohd Shafry Othman, Nur Zuraifah Syazrah |
| author_facet | Abdul Hamid, Ainul Azura Kumoi, Rosely Mohd. Rahim, Mohd Shafry Othman, Nur Zuraifah Syazrah |
| author_sort | Abdul Hamid, Ainul Azura |
| collection | ePrints |
| description | Quality of fingerprint image is most essential to ensure good performance of minutiae extraction result since it depends heavily on the quality of fingerprint images. Fingerprint image with noise usually will produce spurious minutiae. In this paper, new combination filter called Median Sigmoid (MS) filter is introduced to remove the unwanted noise created during the acquisition process and hence increasing the accuracy of minutiae extraction result. The result shows that MS filter is an effective filter in enhancing the quality of a noisy image. |
| first_indexed | 2024-03-05T19:37:13Z |
| format | Article |
| id | utm.eprints-55285 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:37:13Z |
| publishDate | 2015 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-552852017-11-01T04:16:42Z http://eprints.utm.my/55285/ Fingerprint image enhancement using median sigmoid filter Abdul Hamid, Ainul Azura Kumoi, Rosely Mohd. Rahim, Mohd Shafry Othman, Nur Zuraifah Syazrah QA75 Electronic computers. Computer science Quality of fingerprint image is most essential to ensure good performance of minutiae extraction result since it depends heavily on the quality of fingerprint images. Fingerprint image with noise usually will produce spurious minutiae. In this paper, new combination filter called Median Sigmoid (MS) filter is introduced to remove the unwanted noise created during the acquisition process and hence increasing the accuracy of minutiae extraction result. The result shows that MS filter is an effective filter in enhancing the quality of a noisy image. Penerbit UTM Press 2015-11 Article PeerReviewed application/pdf en http://eprints.utm.my/55285/1/MohdShafryMohdRahim2015_FingerprintImageEnhancementusingMedian.pdf Abdul Hamid, Ainul Azura and Kumoi, Rosely and Mohd. Rahim, Mohd Shafry and Othman, Nur Zuraifah Syazrah (2015) Fingerprint image enhancement using median sigmoid filter. Jurnal Teknologi, 75 (4). pp. 1-6. ISSN 2180-3722 http://dx.doi.org/10.11113/jt.v75.5057 DOI:10.11113/jt.v75.5057 |
| spellingShingle | QA75 Electronic computers. Computer science Abdul Hamid, Ainul Azura Kumoi, Rosely Mohd. Rahim, Mohd Shafry Othman, Nur Zuraifah Syazrah Fingerprint image enhancement using median sigmoid filter |
| title | Fingerprint image enhancement using median sigmoid filter |
| title_full | Fingerprint image enhancement using median sigmoid filter |
| title_fullStr | Fingerprint image enhancement using median sigmoid filter |
| title_full_unstemmed | Fingerprint image enhancement using median sigmoid filter |
| title_short | Fingerprint image enhancement using median sigmoid filter |
| title_sort | fingerprint image enhancement using median sigmoid filter |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/55285/1/MohdShafryMohdRahim2015_FingerprintImageEnhancementusingMedian.pdf |
| work_keys_str_mv | AT abdulhamidainulazura fingerprintimageenhancementusingmediansigmoidfilter AT kumoirosely fingerprintimageenhancementusingmediansigmoidfilter AT mohdrahimmohdshafry fingerprintimageenhancementusingmediansigmoidfilter AT othmannurzuraifahsyazrah fingerprintimageenhancementusingmediansigmoidfilter |