A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation
This paper introduces a new method in fingerprint feature extraction based on bit-plane. A bit-plane image requires smaller storage space than a greyscale image. Region of interest (ROI) of a fingerprint image is extracted by using a modified blob analysis method, and then the core point of the ROI...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Inderscience Enterprises Ltd.
2017
|
| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/17211/ http://ir.unimas.my/id/eprint/17211/1/A%20fingerprint%20matching%20algorithm%20using%20bit-plane%20%28abstract%29.pdf |
| _version_ | 1848838238594138112 |
|---|---|
| author | Florence, Francis-Lothai Bong, David B L |
| author_facet | Florence, Francis-Lothai Bong, David B L |
| author_sort | Florence, Francis-Lothai |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | This paper introduces a new method in fingerprint feature extraction based on bit-plane. A bit-plane image requires smaller storage space than a greyscale image. Region of interest (ROI) of a fingerprint image is extracted by using a modified blob analysis method, and then the core point of the ROI is detected for dimension reduction process. Before bit-plane is extracted, the fingerprint image is enhanced by using Fourier transform. Bit-plane 7 of the enhanced image is used as the input for fingerprint matching with phase-only correlation (POC) function. Experiment results showed that the storage space requirement for a fingerprint database could be reduced up to 87% per image for a bit-plane image compared with a greyscale image. The proposed fingerprint matching algorithm achieves 81.16% of recognition rate on FVC2002-Db1a database and 89.78% on FingerDOS database. Copyright © 2017 Inderscience Enterprises Ltd. |
| first_indexed | 2025-11-15T06:52:23Z |
| format | Article |
| id | unimas-17211 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:52:23Z |
| publishDate | 2017 |
| publisher | Inderscience Enterprises Ltd. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-172112017-08-16T01:46:25Z http://ir.unimas.my/id/eprint/17211/ A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation Florence, Francis-Lothai Bong, David B L QA Mathematics This paper introduces a new method in fingerprint feature extraction based on bit-plane. A bit-plane image requires smaller storage space than a greyscale image. Region of interest (ROI) of a fingerprint image is extracted by using a modified blob analysis method, and then the core point of the ROI is detected for dimension reduction process. Before bit-plane is extracted, the fingerprint image is enhanced by using Fourier transform. Bit-plane 7 of the enhanced image is used as the input for fingerprint matching with phase-only correlation (POC) function. Experiment results showed that the storage space requirement for a fingerprint database could be reduced up to 87% per image for a bit-plane image compared with a greyscale image. The proposed fingerprint matching algorithm achieves 81.16% of recognition rate on FVC2002-Db1a database and 89.78% on FingerDOS database. Copyright © 2017 Inderscience Enterprises Ltd. Inderscience Enterprises Ltd. 2017 Article PeerReviewed text en http://ir.unimas.my/id/eprint/17211/1/A%20fingerprint%20matching%20algorithm%20using%20bit-plane%20%28abstract%29.pdf Florence, Francis-Lothai and Bong, David B L (2017) A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation. International Journal of Biometrics, 9 (1). pp. 44-66. ISSN 1755-8301 https://www.researchgate.net/publication/317111559 DOI: 10.1504/IJBM.2017.084135 |
| spellingShingle | QA Mathematics Florence, Francis-Lothai Bong, David B L A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| title | A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| title_full | A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| title_fullStr | A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| title_full_unstemmed | A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| title_short | A fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| title_sort | fingerprint matching algorithm using bit-plane extraction method with phase-only correlation |
| topic | QA Mathematics |
| url | http://ir.unimas.my/id/eprint/17211/ http://ir.unimas.my/id/eprint/17211/ http://ir.unimas.my/id/eprint/17211/ http://ir.unimas.my/id/eprint/17211/1/A%20fingerprint%20matching%20algorithm%20using%20bit-plane%20%28abstract%29.pdf |