DocumentCode
1850706
Title
An effective quality improvement approach for low quality finger vein image
Author
Pi, Wei ; Shin, Jinook ; Park, Dongsun
Author_Institution
Dept. Electron. & Inf. Eng., Chonbuk Nat. Univ., Jeonju, South Korea
Volume
1
fYear
2010
fDate
1-3 Aug. 2010
Abstract
In recent years, finger vein authentication technology becomes a new highlight in biometric technology. However, the acquired images are low quality because of near-infrared conditions and different structures in different parts of finger, which will severely impacts identification accuracy of the whole system. Therefore, it is necessary to improve the quality of images. In this paper, an effective approach for improving the quality of images is proposed. At first, edge-preserving filter is used for denoising, and then the small blurred finger vein textures are enhanced by elliptic highpass filter. Finally, histogram equalization enhances the contrast of images. The experimental images and estimation results show that the finger vein images become much clearer than original ones, and prove the proposed approach is efficient to improve the quality of images.
Keywords
biometrics (access control); blood vessels; elliptic filters; high-pass filters; image denoising; image enhancement; biometric technology; denoising; edge preserving filter; elliptic highpass filter; finger vein authentication technology; histogram equalization; image contrast; low quality finger vein image; quality improvement approach; Fingers; Histograms; Image edge detection; Information filters; Pixel; Veins; filter noise; finger vein; image enhancement; infrared image;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics and Information Engineering (ICEIE), 2010 International Conference On
Conference_Location
Kyoto
Print_ISBN
978-1-4244-7679-4
Electronic_ISBN
978-1-4244-7681-7
Type
conf
DOI
10.1109/ICEIE.2010.5559667
Filename
5559667
Link To Document