System for multimodal biometric recognition based on finger knuckle and finger vein using feature‐level fusion and k‐support vector machine classifier

S Veluchamy, LR Karlmarx - IET Biometrics, 2017 - Wiley Online Library
… by combining the finger knuckle and finger vein images at … like finger knuckle and finger
vein are unique and secure. Initially, the features are extracted from the finger knuckle and finger

Deep learning for finger-knuckle-print identification system based on PCANet and SVM classifier

R Chlaoua, A Meraoumia, KE Aiadi, M Korichi - Evolving Systems, 2019 - Springer
… and one of the most popular biometric trait is finger-knuckle-print (FKP) due to the user-…
vectors, which is adopt as input for classification by linear multiclass Support Vector Machine (…

A biometric system based on Gabor feature extraction with SVM classifier for Finger-Knuckle-Print

A Muthukumar, A Kavipriya - Pattern Recognition Letters, 2019 - Elsevier
… recognition based on Support Vector Machines in accordance with … to utilize the ability of
Support Vector Machines (SVM) in pattern … This idea shows good results in Finger Knuckle Print …

HE-Co-HOG and k-SVM classifier for finger knuckle and palm print-based multimodal biometric recognition

S Veluchamy, LR Karlmarx - Sensor Review, 2020 - emerald.com
vector and the finger knuckle HE-Co-HOG vector. These features from both the palmprint
and the finger knuckle … The layered k-SVM classifier classifies each person's identity from the …

Finger-Knuckle-Print identification based on histogram of oriented gradients and SVM classifier

A Meraoumia, M Korichi, S Chitroub… - … Conference on New …, 2015 - ieeexplore.ieee.org
… system by using Finger-Knuckle-Print (FKP) traits. In this study, the feature vector of each …
In addition, a multi-class Support Vector Machine (SVM) based learning algorithm is used to …

Support vector machine-based classifier for the assessment of finger movement of stroke patients undergoing rehabilitation

T Hamaguchi, T Saito, M Suzuki, T Ishioka… - Journal of Medical and …, 2020 - Springer
… create a support vector machine (SVM)-based classifier to analyze and validate finger kinematics
using … bone was derived from two of the joint coordinates representing finger joints. The …

Using hand knuckle texture for biometric identification

MA Ferrer, CM Travieso… - Proceedings 39th annual …, 2005 - ieeexplore.ieee.org
Vector Machine are proposed as verifiers. A similar equal error rate of 0.094 is reached by
both classifiers … focusing the sensor on the knuckle of the hart finger. The subject is instructed …

Multimodal fusion of the finger vein, fingerprint and the finger-knuckle-print using Kernel Fisher analysis

S Khellat-Kihel, R Abrishambaf, JL Monteiro… - Applied Soft …, 2016 - Elsevier
… the Support Vector Machines (… classification. The system has been implemented using
real images from three databases corresponding to the fingerprint, finger vein and finger-knuckle-…

Finger knuckle pattern person identification system based on LDP-NPE and machine learning methods

AM Aljuboori, MH Abed - Bulletin of Electrical Engineering and Informatics, 2022 - beei.org
finger knuckle is profoundly particular, in this paper we present a new biometric validation
framework utilizing finger-knuckle… for classification (multiclass support vector machine (MSVM), …

Deepknuckle: Deep learning for finger knuckle print recognition

AS Tarawneh, AB Hassanat, E Alkafaween, B Sarayrah… - Electronics, 2022 - mdpi.com
… the Delhi Finger Knuckle Dataset employing a variety of common classifiers. The best
identification result was obtained when the Artificial neural network (ANN) classifier was applied to …