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
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;
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
DOI :
10.1109/ICEIE.2010.5559667