Deep learning-driven palmprint and finger knuckle pattern-based multimodal Person recognition system

A Attia, S Mazaa, Z Akhtar, Y Chahir - Multimedia Tools and Applications, 2022 - Springer
Biometric recognition systems are widely being used in several applications due to its
distinctiveness and reliability. In recent years, hand-based person recognition has received …

[PDF][PDF] Multimodal finger dorsal knuckle major and minor print recognition system based on PCANET deep learning

NE Chalabi, A Attia, A Bouziane - ICTACT J Image Video Process, 2020 - ictactjournals.in
Hand-based recognition systems with different traits are widely used techniques and are
trustworthy ones. We can find it in different real life fields such as banks and industries due …

Designing an accurate hand biometric based authentication system fusing finger knuckleprint and palmprint

A Nigam, P Gupta - Neurocomputing, 2015 - Elsevier
This paper proposes an accurate and efficient multi-modal authentication system that makes
use of palm and knuckleprint samples. Biometric images are transformed using the …

Efficient palmprint biometric identification systems using deep learning and feature selection methods

S Trabelsi, D Samai, F Dornaika, A Benlamoudi… - Neural Computing and …, 2022 - Springer
Over the past two decades, several studies have paid great attention to biometric palmprint
recognition. Recently, most methods in literature adopted deep learning due to their high …

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
Biometric technology knows a large attention in the recent years. In the biometric security
systems, the personal identity recognition depends on their behavioral, biological or …

Multimodal biometric identification system based on finger geometry, knuckle print and palm print

L Zhu, S Zhang - Pattern Recognition Letters, 2010 - Elsevier
This paper presents a multimodal biometric identification system based on finger geometry,
knuckle print and palm print features of the human hand. The hand image captured from …

A multimodal biometric system based on finger knuckle print, fingerprint, and palmprint traits

C Kant, S Chaudhary - … in Computational Intelligence and Computer Vision …, 2021 - Springer
Biometric systems are nowadays gaining significant attraction due to their ability to uniquely
authenticate a person on the basis of his/her unique personal body features. But, most of the …

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
Purpose Biometric identification system has become emerging research field because of its
wide applications in the fields of security. This study (multimodal system) aims to find more …

Finger vein and inner knuckle print recognition based on multilevel feature fusion network

L Jiang, X Liu, H Wang, D Zhao - Applied Sciences, 2022 - mdpi.com
Multimodal biometric recognition involves two critical issues: feature representation and
multimodal fusion. Traditional feature representation requires complex image preprocessing …

A hand-based multi-biometrics via deep hashing network and biometric graph matching

D Zhong, H Shao, X Du - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
At present, the fusion of different unimodal biometrics has attracted increasing attention from
researchers, who are dedicated to the practical application of biometrics. In this paper, we …