Please use this identifier to cite or link to this item:
http://hdl.handle.net/123456789/97
Title: | Bat Algorithm for Fingerprint Image Enhancement | Authors: | Bouaziz, Amira Draa, Amer Chikhi, Salim |
Affiliations: | Faculty of Information and Communication Technology (ICT) Faculty of Information and Communication Technology (ICT) Faculty of Information and Communication Technology (ICT) |
Keywords: | fingerprint recognition;gray level mapping;Bat algorithm;fingerprint image contrast enhancement | Issue Date: | Apr-2015 | Conference: | 12th International Symposium on Programming and Systems (ISPS) | Abstract: | Fingerprint biometric systems performance is affected by the quality of fingerprint images. To overtake the low quality fingerprint images as well as overmaster the traditional image enhancers, the paper proposes a Bat algorithm for gray scale fingerprint image contrast enhancement. The purpose is for the Bat algorithm to map the gray level distributions for contrast enhancement ends. To assess the approach, the enhancement process is evaluated on low quality images from the FVC 2000 and compared to one of the traditional related-work contrast-based enhancers. The results show that the proposed Bat algorithm has proven to qualitatively and numerically improve the fingerprint image quality through contrast manipulation on the general level of noise eradication and quality metrics in addition to ridge structure clarification and minutiae detection specificities. |
URI: | http://dspace.univ-constantine2.dz/handle/123456789/97 | DOI: | 10.1109/ISPS.2015.7244999 |
Appears in Collections: | Conference Paper |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
BouazizIEEE201512thISPS-Algiers.pdf | 2.96 MB | Adobe PDF | View/Open |
Page view(s) 50
23
Last Week
1
1
Last month
3
3
checked on Feb 25, 2023
Download(s) 50
6
checked on Feb 25, 2023
Google ScholarTM
Check
Altmetric
Altmetric
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
Built with DSpace-CRIS -
Extension maintained and optimized by
