Deep rule-based classifier for finger knuckle pattern recognition system

A Attia, Z Akhtar, NE Chalabi, S Maza, Y Chahir - Evolving Systems, 2021 - Springer
In this paper, we proposed a novel finger knuckle pattern (FKP) based personal
authentication system using multilayer deep rule based (DRB) classifier. The presented …

Jointly learning compact multi-view hash codes for few-shot FKP recognition

L Fei, B Zhang, J Wen, S Teng, S Li, D Zhang - Pattern Recognition, 2021 - Elsevier
As a relatively new biometric trait, Finger-Knuckle-Print (FKP) plays a vital role in
establishing a personal authentication system in modern society due to its rich discriminative …

Finger kunckcle patterns based person recognition via bank of multi-scale binarized statistical texture features

A Attia, M Chaa, Z Akhtar, Y Chahir - Evolving Systems, 2020 - Springer
This paper proposes a novel finger knuckle patterns (FKP) based biometric recognition
system that utilizes multi-scale bank of binarized statistical image features (B-BSIF) due to …

A semi-supervised deep rule-based classifier for robust finger knuckle-print verification

M Benmalek, A Attia, A Bouziane, M Hassaballah - Evolving Systems, 2022 - Springer
Today, biometric recognition systems play an important role in various applications of
different domains. Despite remarkable progress, their performance remains insufficient for …

Beyond First-Order: A Multi-Scale Approach to Finger Knuckle Print Biometrics

C Gao, Z Yang, ABJ Teoh, M Zhu - arXiv preprint arXiv:2406.19672, 2024 - arxiv.org
Recently, finger knuckle prints (FKPs) have gained attention due to their rich textural
patterns, positioning them as a promising biometric for identity recognition. Prior FKP …

Finger-Knuckle-Print verification by fusing invariant texture and structure scores

M Chaa, Z Akhtar, U Sehar - International Journal of …, 2022 - inderscienceonline.com
Finger-Knuckle-Print (FKP) biometric traits for person recognition have recently gained much
attention from both the research community and industry, owing to their distinctive features …

[PDF][PDF] Deep rule-based classier for nger knuckle pattern recognition system

A Attia, Z Akhtar, NE Chalabi, S Maza, Y Chahir - 2020 - researchgate.net
In this paper, we proposed a novel finger knuckle pattern (FKP) based personal
authentication system using multilayer deep rule based (DRB) classifier. The presented …