DocumentCode
1686174
Title
A novel finger vein pattern extraction method using oriented filtering technology
Author
Wang, Kejun ; Ma, Hui ; Popoola, Oluwatoyin P. ; Li, Xuefeng
Author_Institution
Coll. of Autom., Harbin Eng. Univ., Harbin, China
fYear
2010
Firstpage
6240
Lastpage
6244
Abstract
To extract finger vein features effectively and efficiently, a novel algorithm based on oriented filter for finger vein extraction is proposed. The proposed algorithm calculates a direction map and uses a group of designed oriented filters to facilitate the extraction of the characteristic vein pattern from the enhanced finger vein image. Experimental results show that this new algorithm not only extracts smooth and continuous vein features, but also effective in removing noise from low-quality images.
Keywords
feature extraction; filtering theory; fingerprint identification; image denoising; image enhancement; characteristic vein pattern; designed oriented filters; direction map; enhanced finger vein image; finger vein extraction; finger vein feature extraction; finger vein pattern extraction method; low-quality images; oriented filtering technology; removing noise; Feature extraction; Filtering algorithms; Fingerprint recognition; Fingers; Image segmentation; Pixel; Veins; directional image; finger vein extraction; oriented filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554393
Filename
5554393
Link To Document