[HTML][HTML] Interpol review of fingermarks and other body impressions (2019–2022)
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) …
studies and commentaries proposed during the reviewing period (July 2019–June 2022) …
Biometrics: Trust, but verify
Over the past two decades, biometric recognition has exploded into a plethora of different
applications around the globe. This proliferation can be attributed to the high levels of …
applications around the globe. This proliferation can be attributed to the high levels of …
Printsgan: Synthetic fingerprint generator
A major impediment to researchers working in the area of fingerprint recognition is the lack
of publicly available, large-scale, fingerprint datasets. The publicly available datasets that do …
of publicly available, large-scale, fingerprint datasets. The publicly available datasets that do …
Spoofgan: Synthetic fingerprint spoof images
A major limitation to advances in fingerprint presentation attack detection (PAD) is the lack of
publicly available, large-scale datasets, a problem which has been compounded by …
publicly available, large-scale datasets, a problem which has been compounded by …
A survey on synthetic biometrics: fingerprint, face, iris and vascular patterns
A Makrushin, A Uhl, J Dittmann - Ieee Access, 2023 - ieeexplore.ieee.org
Synthetic biometric samples are created with an ultimate goal of getting around privacy
concerns, mitigating biases in biometric datasets, and reducing the sample acquisition effort …
concerns, mitigating biases in biometric datasets, and reducing the sample acquisition effort …
HERS: Homomorphically encrypted representation search
JJ Engelsma, AK Jain… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We present a method to search for a probe (or query) image representation against a large
gallery in the encrypted domain. We require that the probe and gallery images be …
gallery in the encrypted domain. We require that the probe and gallery images be …
Synthetic latent fingerprint generator
ABV Wyzykowski, AK Jain - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Given a full fingerprint image (rolled or slap), we present CycleGAN models to generate
multiple latent impressions of the same identity as the full print. Our models can control the …
multiple latent impressions of the same identity as the full print. Our models can control the …
Fingerprint membership and identity inference against generative adversarial networks
Generative models are gaining significant attention as potential catalysts for a novel
industrial revolution. Since automated sample generation can be useful to solve privacy and …
industrial revolution. Since automated sample generation can be useful to solve privacy and …
Synthesis and reconstruction of fingerprints using generative adversarial networks
R Bouzaglo, Y Keller - arXiv preprint arXiv:2201.06164, 2022 - arxiv.org
Deep learning-based models have been shown to improve the accuracy of fingerprint
recognition. While these algorithms show exceptional performance, they require large-scale …
recognition. While these algorithms show exceptional performance, they require large-scale …
Privacy-Friendly Datasets of Synthetic Fingerprints for Evaluation of Biometric Algorithms
A Makrushin, VS Mannam, J Dittmann - Applied Sciences, 2023 - mdpi.com
Featured Application Getting around privacy concerns that arise when evaluating biometric
systems with real biometric samples by introducing privacy-friendly datasets of synthetic …
systems with real biometric samples by introducing privacy-friendly datasets of synthetic …