DocumentCode
629946
Title
Fingerprint images enhancement using diffusion tensor
Author
Romdhane, Feriel ; Benzarti, Faouzi ; Amiri, Hamid
Author_Institution
Signal, Image & Inf. Technol. Lab. (SITI), ENIT, Tunis, Tunisia
fYear
2013
fDate
21-23 March 2013
Firstpage
1
Lastpage
6
Abstract
Fingerprints are the oldest and most widely used form of biometric identification. However, their image contrast is poor due to skin conditions and application of incorrect finger pressure. Fingerprint enhancement is necessary to ensure the performance and robustness of the algorithms for fingerprint recognition. In this work, we present a fast fingerprint enhancement method based on the diffusion tensor which allows a better performance than a simple gradient. The performance and efficiency of the algorithm are estimated by calculating various quality metrics and compared with the advanced met.
Keywords
fingerprint identification; image enhancement; tensors; biometric identification; diffusion tensor; finger pressure; fingerprint image enhancement; fingerprint recognition; image contrast; quality metrics; skin condition; Coherence; Fingerprint recognition; Mathematical model; PSNR; Smoothing methods; Tensile stress; Fingerprint; Image enhancement; Tensor Diffusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering and Software Applications (ICEESA), 2013 International Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4673-6302-0
Type
conf
DOI
10.1109/ICEESA.2013.6578465
Filename
6578465
Link To Document