DocumentCode
3749270
Title
A novel MF-LDTP approach for contactless palm vein recognition
Author
Roshni C Rahul;Merin Cherian; Manu Mohan C M
Author_Institution
Computer Science Department, Federal Institute of Science and Technology, Kerala, India
fYear
2015
Firstpage
793
Lastpage
798
Abstract
In this paper, we propose a new method for contactless palm vein recognition with the help of texture based LDTP descriptor. Compared to existing methods, Local Directional Texture Pattern extracts both directional as well as contrast information. Improved foreground based LDTP descriptor is adopted in order to increase the efficiency. We first extract region of interest (ROI) from CASIA multispectral palmprint images. Then, extracted ROI is filtered and subtracted from background followed by binarization which helps to suppress noise and improve efficiency. The rigorous experimental results shows the superiority of our method compared to previous works.
Keywords
"Veins","Feature extraction","Data mining","Histograms","Biometrics (access control)","Image edge detection"
Publisher
ieee
Conference_Titel
Computing and Network Communications (CoCoNet), 2015 International Conference on
Type
conf
DOI
10.1109/CoCoNet.2015.7411280
Filename
7411280
Link To Document