Towards contactless palmprint recognition: A novel device, a new benchmark, and a collaborative representation based identification approach

L Zhang, L Li, A Yang, Y Shen, M Yang - Pattern Recognition, 2017 - Elsevier
Biometric authentication has been found to be an effective method for recognizing a
person's identity with a high confidence. In this field, the use of palmprint represents a recent …

Towards contactless palmprint authentication

A Morales, MA Ferrer, A Kumar - IET computer vision, 2011 - IET
This study examines the issues related to two of the most palmprint promising approaches
applied to the contactless biometric authentication and presents a performance evaluation …

Palmprint recognition in uncontrolled and uncooperative environment

WM Matkowski, T Chai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Online palmprint recognition and latent palmprint identification are two branches of
palmprint studies. The former uses middle-resolution images collected by a digital camera in …

Contactless palmprint identification using deeply learned residual features

Y Liu, A Kumar - … on Biometrics, Behavior, and Identity Science, 2020 - ieeexplore.ieee.org
Contactless and online palmprint identification offers improved user convenience, hygiene,
user-security and is highly desirable in a range of applications. This paper proposes an …

Toward unconstrained palmprint recognition on consumer devices: A literature review

AS Ungureanu, S Salahuddin, P Corcoran - IEEE Access, 2020 - ieeexplore.ieee.org
As a biometric modality, palmprints have been largely under-utilized, but they offer some
advantages over fingerprints and facial biometrics. Recent improvements in imaging …

Deep discriminative representation for generic palmprint recognition

S Zhao, B Zhang - Pattern Recognition, 2020 - Elsevier
State-of-the-art palmprint recognition methods have achieved significant performances.
However, most of the existing methods are focused on particular scenarios such as a …

Contactless palmprint recognition based on convolutional neural network

L Dian, S Dongmei - 2016 IEEE 13th International Conference …, 2016 - ieeexplore.ieee.org
Palmprint recognition has become the novel and effective technology in biological
recognition fields. The contactless palmprint recognition is the mainstream way with its …

Joint constrained least-square regression with deep convolutional feature for palmprint recognition

S Zhao, B Zhang - IEEE Transactions on Systems, Man, and …, 2020 - ieeexplore.ieee.org
Various palmprint recognition methods have been proposed and applied in security,
particularly authentication. However, improving the performance of palmprint recognition …

[HTML][HTML] Efficient palmprint biometric identification systems using deep learning and feature selection methods

S Trabelsi, D Samai, F Dornaika, A Benlamoudi… - Neural Computing and …, 2022 - Springer
Over the past two decades, several studies have paid great attention to biometric palmprint
recognition. Recently, most methods in literature adopted deep learning due to their high …

PalmNet: Gabor-PCA convolutional networks for touchless palmprint recognition

A Genovese, V Piuri, KN Plataniotis… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Touchless palmprint recognition systems enable high-accuracy recognition of individuals
through less-constrained and highly usable procedures that do not require the contact of the …