… 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 VectorMachine (…
… recognition based on Support VectorMachines in accordance with … to utilize the ability of Support VectorMachines (SVM) in pattern … This idea shows good results in FingerKnuckle Print …
S Veluchamy, LR Karlmarx - Sensor Review, 2020 - emerald.com
… vector and the fingerknuckle HE-Co-HOG vector. These features from both the palmprint and the fingerknuckle … The layered k-SVM classifier classifies each person's identity from the …
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 VectorMachine (SVM) based learning algorithm is used to …
T Hamaguchi, T Saito, M Suzuki, T Ishioka… - Journal of Medical and …, 2020 - Springer
… create a support vectormachine (SVM)-based classifier to analyze and validate finger kinematics using … bone was derived from two of the joint coordinates representing fingerjoints. The …
… VectorMachine 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 …
… the Support VectorMachines (… classification. The system has been implemented using real images from three databases corresponding to the fingerprint, finger vein and finger-knuckle-…
AM Aljuboori, MH Abed - Bulletin of Electrical Engineering and Informatics, 2022 - beei.org
… fingerknuckle is profoundly particular, in this paper we present a new biometric validation framework utilizing finger-knuckle… for classification (multiclass support vectormachine (MSVM), …
… the Delhi FingerKnuckle Dataset employing a variety of common classifiers. The best identification result was obtained when the Artificial neural network (ANN) classifier was applied to …