Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification
This Paper Presents An Efficient Algorithm For Estimating The Location Of The Centre Point (Cp) Of A Fingerprint For The Purpose Of Aligning Fingerprints In A Fingerprint Verification System. Principal Component Analysis (Pca) Is Utilized In This System. The Proposed Cp Estimation Algorithm Is Based...
| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | English |
| Publicado em: |
Penerbit UTM Press
2005
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| Acesso em linha: | http://eprints.utm.my/1441/1/SYED%20ABDUL%20RAHMAN_Ying%20Hui2005_Fingerprint%20Centre%20Point%20Location%20Verification.pdf |
| _version_ | 1825909071396470784 |
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| author | Chan, Ying Hui Abu Bakar, Syed Abdul Rahman |
| author_facet | Chan, Ying Hui Abu Bakar, Syed Abdul Rahman |
| author_sort | Chan, Ying Hui |
| collection | ePrints |
| description | This Paper Presents An Efficient Algorithm For Estimating The Location Of The Centre Point (Cp) Of A Fingerprint For The Purpose Of Aligning Fingerprints In A Fingerprint Verification System. Principal Component Analysis (Pca) Is Utilized In This System. The Proposed Cp Estimation Algorithm Is Based On The Alteration Tracking (At) Followed By An Estimation Algorithm. At Is Proposed To Extract A Track That Records The Transition From One Quantized Direction To Another While The Centre Point Estimation (Cpe) Algorithm Is Used To Find The Bending Point With Highest Direction Transition From The Transition Track. Fingerprint Feature Extraction Is Obtained With Respect To The Cp Of The Fingerprint Directional Field. Pca Is Then Performed Over The Centred Fingerprint Directional Field To Extract Important Information From Fingerprint Features For Verification Purpose. Experimental Result Shows That The
Proposed Cp Algorithm Is Capable Of Reliably Aligning Fingerprints. Furthermore, Pca Is Able To Extract
Information From Aligned Fingerprint Directional Field For Fingerprint Verification. |
| first_indexed | 2024-03-05T17:56:41Z |
| format | Article |
| id | utm.eprints-1441 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T17:56:41Z |
| publishDate | 2005 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-14412017-11-01T04:17:31Z http://eprints.utm.my/1441/ Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification Chan, Ying Hui Abu Bakar, Syed Abdul Rahman This Paper Presents An Efficient Algorithm For Estimating The Location Of The Centre Point (Cp) Of A Fingerprint For The Purpose Of Aligning Fingerprints In A Fingerprint Verification System. Principal Component Analysis (Pca) Is Utilized In This System. The Proposed Cp Estimation Algorithm Is Based On The Alteration Tracking (At) Followed By An Estimation Algorithm. At Is Proposed To Extract A Track That Records The Transition From One Quantized Direction To Another While The Centre Point Estimation (Cpe) Algorithm Is Used To Find The Bending Point With Highest Direction Transition From The Transition Track. Fingerprint Feature Extraction Is Obtained With Respect To The Cp Of The Fingerprint Directional Field. Pca Is Then Performed Over The Centred Fingerprint Directional Field To Extract Important Information From Fingerprint Features For Verification Purpose. Experimental Result Shows That The Proposed Cp Algorithm Is Capable Of Reliably Aligning Fingerprints. Furthermore, Pca Is Able To Extract Information From Aligned Fingerprint Directional Field For Fingerprint Verification. Penerbit UTM Press 2005-12 Article PeerReviewed application/pdf en http://eprints.utm.my/1441/1/SYED%20ABDUL%20RAHMAN_Ying%20Hui2005_Fingerprint%20Centre%20Point%20Location%20Verification.pdf Chan, Ying Hui and Abu Bakar, Syed Abdul Rahman (2005) Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification. Jurnal Teknologi D (43D). pp. 45-60. ISSN 0127-9696 http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/776/760 |
| spellingShingle | Chan, Ying Hui Abu Bakar, Syed Abdul Rahman Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification |
| title | Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification |
| title_full | Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification |
| title_fullStr | Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification |
| title_full_unstemmed | Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification |
| title_short | Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification |
| title_sort | integration of fingerprint centre point location and principal component analysis for fingerprint verification |
| url | http://eprints.utm.my/1441/1/SYED%20ABDUL%20RAHMAN_Ying%20Hui2005_Fingerprint%20Centre%20Point%20Location%20Verification.pdf |
| work_keys_str_mv | AT chanyinghui integrationoffingerprintcentrepointlocationandprincipalcomponentanalysisforfingerprintverification AT abubakarsyedabdulrahman integrationoffingerprintcentrepointlocationandprincipalcomponentanalysisforfingerprintverification |