… same method is applied, on finger test image, for extract the feature vector and then it uses as an input to the SVMclassifier in order to find the person which own the same test finger. …
S Veluchamy, LR Karlmarx - Sensor Review, 2020 - emerald.com
… fingerknuckle images has been proposed. Figure 1 shows the block diagram of the proposed HE-Co-HOG and k-SVMclassifier with the FFF algorithm. … and the fingerknuckle images. …
S Veluchamy, LR Karlmarx - IET Biometrics, 2017 - Wiley Online Library
… by combining the fingerknuckle and finger vein images at … like fingerknuckle and finger vein are unique and secure. Initially, the features are extracted from the fingerknuckle and finger …
… proposed for combining the finger vein, fingerprint and the finger-knuckle-print. This experiment is based on the unimodal decisions obtained by different classifier KNN, SVM. For fusing …
… In this paper, we proposed a novel fingerknuckle pattern (FKP) based … ) classifier. The presented approach is completely data-driven and fully automatic. However, the DRB classifier is …
S Daas, A Yahi, T Bakir, M Sedhane… - IET Image …, 2020 - Wiley Online Library
… a standard classifier in AlexNet, VGG16, ResNet50 model etc. SVMclassifier was used as … In this work, Softmax and multi-class SVM are applied to classify the FKP and FV features in …
T Hamaguchi, T Saito, M Suzuki, T Ishioka… - Journal of Medical and …, 2020 - Springer
… The algorithm was performed using output measurement … 14 fingerjoints within a hand as 5 metacarpophalangeal joints; 4 proximal interphalangeal joints, 4 distal interphalangeal joints…
… the field of biometric authentication system based on the master fingerjoint pattern—compared to current systems with simple classifiers such as SVM, PCA, and LDA. Given its accuracy…
R Vidhyapriya - Journal of medical systems, 2019 - Springer
… presented to the SupportVectorMachine (SVMs) classifier. SVM is a binary classifier that makes … plane and the linear classifier it defines is known as a maximum margin classifier. In the …