Deep learning techniques for biometric security: A systematic review of presentation attack detection systems

K Shaheed, P Szczuko, M Kumar, I Qureshi… - … Applications of Artificial …, 2024 - Elsevier
Biometric technology, including finger vein, fingerprint, iris, and face recognition, is widely
used to enhance security in various devices. In the past decade, significant progress has …

[HTML][HTML] Interpol review of fingermarks and other body impressions (2019–2022)

A Bécue, C Champod - Forensic Science International: Synergy, 2023 - Elsevier
The area of fingermarks is a very active community fuelled with many research papers, case
studies and commentaries proposed during the reviewing period (July 2019–June 2022) …

[图书][B] Handbook of fingerprint recognition

D Maltoni, D Maio, AK Jain, S Prabhakar - 2009 - Springer
Biometric recognition, or simply biometrics, refers to the use of distinctive anatomical and/or
behavioral characteristics or identifiers (eg, fingerprints, face, iris, voice, and hand geometry) …

Fingerprint spoof detector generalization

T Chugh, AK Jain - IEEE Transactions on Information Forensics …, 2020 - ieeexplore.ieee.org
We present a style-transfer based wrapper, called Universal Material Generator (UMG), to
improve the generalization performance of any fingerprint spoof (presentation attack) …

Stable hash generation for efficient privacy-preserving face identification

D Osorio-Roig, C Rathgeb… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The development of large-scale facial identification systems that provide privacy protection
of the enrolled subjects represents an open challenge. In the context of privacy protection …

Fldnet: Light dense cnn for fingerprint liveness detection

Y Zhang, S Pan, X Zhan, Z Li, M Gao, C Gao - IEEE Access, 2020 - ieeexplore.ieee.org
Fingerprint liveness detection has gained increased attention recently due to the growing
threat of spoof presentation attacks. Among the numerous attempts to deal with this problem …

Transfer learning convolutional neural network with modified Lion optimization for multimodal biometric system

A Gona, M Subramoniam, R Swarnalatha - Computers and Electrical …, 2023 - Elsevier
Recently, biometric verification systems have been widely used in security applications with
multi-level authentication. Existing machine learning approaches were utilized to develop …

An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features

D Sharma, A Selwal - Multimedia Tools and Applications, 2022 - Springer
The fingerprint-based authentication systems are being extensively deployed as security
tool for providing access to the critical Cyber Physical Systems (CPS). However, this rapid …

[HTML][HTML] A comprehensive survey of fingerprint presentation attack detection

K Karampidis, M Rousouliotis, E Linardos… - … , Security and Safety, 2021 - oaepublish.com
Nowadays, the number of people that utilize either digital applications or machines is
increasing exponentially. Therefore, trustworthy verification schemes are required to ensure …

Contactless hand biometrics for forensics: review and performance benchmark

LJ Gonzalez-Soler, KM Zyla, C Rathgeb… - EURASIP Journal on …, 2024 - Springer
Contactless hand biometrics has emerged as an alternative to traditional biometric
characteristics, eg, fingerprint or face, as it possesses distinctive properties that are of …