Deep learning based fingerprint presentation attack detection: A comprehensive Survey

H Li, R Ramachandra - arXiv preprint arXiv:2305.17522, 2023 - arxiv.org
The vulnerabilities of fingerprint authentication systems have raised security concerns when
adapting them to highly secure access-control applications. Therefore, Fingerprint …

An encoded histogram of ridge bifurcations and contours for fingerprint presentation attack detection

R Mehboob, H Dawood, H Dawood - Pattern Recognition, 2023 - Elsevier
In recent years, the exponential growth of internet technologies has made personal
authentication an integral part of security applications. The fingerprint-based biometric …

A new multi-filter framework for texture image representation improvement using set of pattern descriptors to fingerprint liveness detection

RC Contreras, LG Nonato, M Boaventura… - IEEE …, 2022 - ieeexplore.ieee.org
The use of user recognition and authentication systems has become very common and is
part of everyday routines for many people, guaranteeing access to the automatic teller …

Enhancing Fingerprint Authentication: A Systematic Review of Liveness Detection Methods Against Presentation Attacks

DS Ametefe, SS Sarnin, DM Ali… - Journal of The Institution …, 2024 - Springer
The robustness of automatic fingerprint identification systems (AFIS) against presentation
attacks, a pressing concern in biometric security, is critically dependent on the efficacy of …

[HTML][HTML] Enhancing leaf disease detection accuracy through synergistic integration of deep transfer learning and multimodal techniques

DS Ametefe, SS Sarnin, DM Ali, A Caliskan… - Information Processing …, 2024 - Elsevier
The agricultural sector, a cornerstone of economies worldwide, faces significant challenges
due to plant diseases, which severely affect crop yield and quality. Early and accurate …

On Self-Supervised Learning and Prompt Tuning of Vision Transformers for Cross-sensor Fingerprint Presentation Attack Detection

M Nadeem, K Nandakumar - 2023 IEEE International Joint …, 2023 - ieeexplore.ieee.org
Presentation attacks pose a serious threat to the integrity of fingerprint-based biometric
systems. Existing methods for fingerprint presentation attack detection (FpPAD) suffer from a …

A minutiae-based method to store and compare fingerprints

EA Alhamad, MSA Logmani… - International …, 2024 - inderscienceonline.com
Biometrics refers to certain physical or behavioural characteristics that are unique to every
person. Biometrics, including fingerprints, are used for the measurement and analysis of …

An Interpretable Siamese Attention Res‐CNN for Fingerprint Spoofing Detection

C Yuan, Z Xu, X Li, Z Zhou, J Huang, P Guo - IET Biometrics, 2024 - Wiley Online Library
In recent years, fingerprint authentication has gained widespread adoption in diverse
identification systems, including smartphones, wearable devices, and attendance machines …

Fingerprint multiple-class classifier: performance evaluation on known and unknown fingerprint spoofing materials

DS Ametefe, SS Sarnin, DM Ali… - … Journal of Biometrics, 2024 - inderscienceonline.com
Fingerprint recognition is a popular and reliable biometric technology used in many security-
sensitive applications. However, the use of fake fingerprints made from ubiquitous spoofing …

Enhanced fingerprint pattern classification: Integrating attention modules with lightweight deep learning models

E Mukoya, R Rimiru, M Kimwele - Engineering Reports, 2024 - Wiley Online Library
Large fingerprint databases can make the automated search process tedious and time‐
consuming. Fingerprint pattern classification is a significant step in the identification system's …