… This section provides detailed analysis of various performances for these existing SVM classifiers. Besides Proposed algorithm is compared with methods in terms of Region of Interest (…
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 …
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. …
A Meraoumia, M Korichi, S Chitroub… - … Conference on New …, 2015 - ieeexplore.ieee.org
… the different modalities (different fingers). Furthermore, the feature … SupportVectorMachine (SVM) based learning algorithm is … of HOG technique and SVMclassifier. Section 4 deals with …
… SupportVectorMachine 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 …
… 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…