Abstract
This paper presents a new Fingerprint Authentication method based on a steps verification algorithm. The first verification step depends on feature extraction of contours, edges, and lines in both the source fingerprint image and the stored database images, followed by matching the same edges and lines by measuring the Euclidean distance between pixels of the matched lines. This step indicates realization and recognition between the source fingerprint image and its matched corresponding image in database images. The second verification step is performed to give a final decision of recognition using mutual information as a similarity measure between the source fingerprint image and its initially matched image in database images.The experimental results proved that the proposed fingerprint authentication method gives an accurate and high recognition rate.
Original language | English |
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Title of host publication | 2024 25th International Arab Conference on Information Technology (ACIT) |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Number of pages | 5 |
ISBN (Electronic) | 9798331540012 |
ISBN (Print) | 9798331540029 |
DOIs | |
Publication status | Published - 17 Feb 2025 |
Event | 25th International Arab Conference on Information Technology - Zarqa University, Zarqa, Jordan Duration: 10 Dec 2024 → 12 Dec 2024 https://acit2k.org/ACIT/index.php/acit2024 (Link to conference website) |
Publication series
Name | International Arab Conference on Information Technology |
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ISSN (Print) | 2831-493X |
ISSN (Electronic) | 2831-4948 |
Conference
Conference | 25th International Arab Conference on Information Technology |
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Abbreviated title | ACIT 2024 |
Country/Territory | Jordan |
City | Zarqa |
Period | 10/12/24 → 12/12/24 |
Internet address |
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Keywords
- contour detection
- Fingerprint
- Hough transform
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Computer Vision and Pattern Recognition
- Information Systems
- Information Systems and Management
- Modelling and Simulation