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 …

Biometric recognition in automated border control: a survey

RD Labati, A Genovese, E Muñoz, V Piuri… - ACM Computing …, 2016 - dl.acm.org
The increasing demand for traveler clearance at international border crossing points (BCPs)
has motivated research for finding more efficient solutions. Automated border control (ABC) …

A CNN-based framework for comparison of contactless to contact-based fingerprints

C Lin, A Kumar - IEEE Transactions on Information Forensics …, 2018 - ieeexplore.ieee.org
Accurate comparison of contactless 2-D fingerprint images with contact-based fingerprints is
critical for the success of emerging contactless 2-D fingerprint technologies, which offer …

Biometric recognition of infants using fingerprint, iris, and ear biometrics

Y Moolla, A De Kock, G Mabuza-Hocquet… - IEEE …, 2021 - ieeexplore.ieee.org
Biometric recognition is often used for adults for a variety of purposes where an individual's
identity must be ascertained. However, the biometric recognition of children is an unsolved …

A novel pore extraction method for heterogeneous fingerprint images using convolutional neural networks

RD Labati, A Genovese, E Munoz, V Piuri… - Pattern Recognition …, 2018 - Elsevier
Most fingerprint recognition systems use Level 1 characteristics (ridge flow, orientation, and
frequency) and Level 2 features (minutiae points) to recognize individuals. Level 3 features …

Towards more accurate contactless fingerprint minutiae extraction and pose-invariant matching

H Tan, A Kumar - IEEE Transactions on Information Forensics …, 2020 - ieeexplore.ieee.org
Contactless fingerprint identification offers significantly higher user convenience, hygiene
and has attracted increasing attention for the deployments. However, the presentation of …

A survey on 2D and 3D contactless fingerprint biometrics: A taxonomy, review, and future directions

X Yin, Y Zhu, J Hu - IEEE Open Journal of the Computer …, 2021 - ieeexplore.ieee.org
Contactless fingerprint biometrics has achieved rapid development in the past decades
thanks to its inherent advantages, such as no physical contact between a finger and a …

Presentation attack detection with advanced cnn models for noncontact-based fingerprint systems

S Purnapatra, C Miller-Lynch, S Miner… - … on Biometrics and …, 2023 - ieeexplore.ieee.org
Touch-based fingerprint biometrics is one of the most popular biometric modalities with
applications in several fields. Problems associated with touch-based techniques such as the …

Monocular 3D fingerprint reconstruction and unwarping

Z Cui, J Feng, J Zhou - IEEE Transactions on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Compared with contact-based fingerprint acquisition techniques, contactless acquisition has
the advantages of less skin distortion, more complete fingerprint area, and hygienic …