Finger-vein pattern identification using SVM and neural network technique

JD Wu, CT Liu - Expert Systems with Applications, 2011 - Elsevier
This paper presents a support vector machine (SVM) technique for finger-vein pattern
identification in a personal identification system. Finger-vein pattern identification is one of …

Finger-vein pattern identification using principal component analysis and the neural network technique

JD Wu, CT Liu - Expert Systems with Applications, 2011 - Elsevier
This paper presents a personal identification system using finger-vein patterns with
component analysis and neural network technology. In the proposed system, the finger-vein …

[PDF][PDF] User identification system based on finger-vein patterns using convolutional neural network

KS Itqan, AR Syafeeza, FG Gong… - ARPN Journal of …, 2016 - researchgate.net
Finger-vein biometric identification has gained attention recently due to its several
advantages over fingerprint biometric traits. Finger-vein recognition is a method of biometric …

Finger vein recognition by combining global and local features based on SVM

KR Park - Computing and Informatics, 2011 - cai.sk
Recently, biometrics such as fingerprints, faces and irises recognition have been widely
used in many applications including door access control, personal authentication for …

Finger-vein biometric identification using convolutional neural network

SA Radzi, MK Hani, R Bakhteri - Turkish Journal of Electrical …, 2016 - journals.tubitak.gov.tr
A novel approach using a convolutional neural network (CNN) for finger-vein biometric
identification is presented in this paper. Unlike existing biometric techniques such as …

A systematic review of finger vein recognition techniques

K Shaheed, H Liu, G Yang, I Qureshi, J Gou, Y Yin - Information, 2018 - mdpi.com
Biometric identification is the study of physiological and behavioral attributes of an individual
to overcome security problems. Finger vein recognition is a biometric technique used to …

Finger vein recognition using Gabor filter and support vector machine

S Khellat-Kihel, N Cardoso, J Monteiro… - International image …, 2014 - ieeexplore.ieee.org
Nowadays biometric identification systems are widely spread since the safety of those
systems has been proven. They exhibit a large number of advantages when compared to …

Personal identification based on finger-vein features

J Yang, Y Shi, J Yang - Computers in Human Behavior, 2011 - Elsevier
Finger-vein recognition refers to a recent biometric technique which exploits the vein
patterns in the human finger to identify individuals. The advantages of finger vein over …

Biometric finger vein recognition methods for authentication

DP Wagh, HS Fadewar, GN Shinde - Computing in Engineering and …, 2020 - Springer
Nowadays personal information security is an important issue. Number of valuable data and
files are stored in server and moreover private data are shared in worldwide. To access the …

Finger vein recognition using weighted local binary pattern code based on a support vector machine

HC Lee, BJ Kang, EC Lee, KR Park - Journal of Zhejiang University …, 2010 - Springer
Finger vein recognition is a biometric technique which identifies individuals using their
unique finger vein patterns. It is reported to have a high accuracy and rapid processing …