An overview of touchless 2D fingerprint recognition

J Priesnitz, C Rathgeb, N Buchmann, C Busch… - EURASIP Journal on …, 2021 - Springer
Touchless fingerprint recognition represents a rapidly growing field of research which has
been studied for more than a decade. Through a touchless acquisition process, many issues …

Contactless fingerprint recognition using deep learning—a systematic review

AMM Chowdhury, MH Imtiaz - Journal of Cybersecurity and Privacy, 2022 - mdpi.com
Contactless fingerprint identification systems have been introduced to address the
deficiencies of contact-based fingerprint systems. A number of studies have been reported …

C2CL: Contact to contactless fingerprint matching

SA Grosz, JJ Engelsma, E Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Matching contactless fingerprints or finger photos to contact-based fingerprint impressions
has received increased attention in the wake of COVID-19 due to the superior hygiene of the …

Afr-net: Attention-driven fingerprint recognition network

SA Grosz, AK Jain - IEEE Transactions on Biometrics, Behavior …, 2023 - ieeexplore.ieee.org
The use of vision transformers (ViT) in computer vision is increasing due to its limited
inductive biases (eg, locality, weight sharing, etc.) and increased scalability compared to …

Mobile contactless fingerprint recognition: implementation, performance and usability aspects

J Priesnitz, R Huesmann, C Rathgeb, N Buchmann… - Sensors, 2022 - mdpi.com
This work presents an automated contactless fingerprint recognition system for
smartphones. We provide a comprehensive description of the entire recognition pipeline …

Latent fingerprint recognition: Fusion of local and global embeddings

SA Grosz, AK Jain - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
One of the most challenging problems in fingerprint recognition continues to be establishing
the identity of a suspect associated with partial and smudgy fingerprints left at a crime scene …

On matching finger-selfies using deep scattering networks

A Malhotra, A Sankaran, M Vatsa… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the advancements in technology, smartphones' capabilities have increased immensely.
For instance, the smartphone cameras are being used for face and ocular biometric-based …

Fingerprint Systems: Sensors, Image Acquisition, Interoperability and Challenges

AJ Mohamed Abdul Cader, J Banks, V Chandran - Sensors, 2023 - mdpi.com
The fingerprint is a widely adopted biometric trait in forensic and civil applications.
Fingerprint biometric systems have been investigated using contact prints and latent and …

Infant-ID: Fingerprints for global good

JJ Engelsma, D Deb, K Cao… - … on Pattern Analysis …, 2021 - ieeexplore.ieee.org
In many of the least developed and developing countries, a multitude of infants continue to
suffer and die from vaccine-preventable diseases and malnutrition. Lamentably, the lack of …

RidgeBase: A cross-sensor multi-finger contactless fingerprint dataset

B Jawade, DD Mohan, S Setlur, N Ratha… - … Joint Conference on …, 2022 - ieeexplore.ieee.org
Contactless fingerprint matching using smartphone cameras can alleviate major challenges
of traditional fingerprint systems including hygienic acquisition, portability and presentation …