Palmprint enhancement network (PEN) for robust identification

AB Mehmood, IA Taj, M Ghafoor - Multimedia Tools and Applications, 2024 - Springer
Despite being reliable, palmprints have not received as much attention as other biometrics
such as fingerprints, face or iris. Amount of information provided by high resolution …

Palmprint orientation field recovery via attention-based generative adversarial network

B Liu, J Feng - Neurocomputing, 2021 - Elsevier
Orientation field is the key foundation of palmprint feature extraction and recognition.
However, due to the presence of numerous wide creases, the palmprint orientation field can …

Palmprint recognition using deep scattering convolutional network

S Minaee, Y Wang - arXiv preprint arXiv:1603.09027, 2016 - arxiv.org
Palmprint recognition has drawn a lot of attention during the recent years. Many algorithms
have been proposed for palmprint recognition in the past, majority of them being based on …

Toward efficient palmprint feature extraction by learning a single-layer convolution network

L Fei, S Zhao, W Jia, B Zhang, J Wen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a collaborative palmprint-specific binary feature learning method
and a compact network consisting of a single convolution layer for efficient palmprint feature …

Learning complete and discriminative direction pattern for robust palmprint recognition

S Zhao, B Zhang - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Palmprint direction patterns have been widely and successfully used in palmprint
recognition methods. Most existing direction-based methods utilize the pre-defined filters to …

Multifeature-based high-resolution palmprint recognition

J Dai, J Zhou - IEEE Transactions on Pattern Analysis and …, 2010 - ieeexplore.ieee.org
Palmprint is a promising biometric feature for use in access control and forensic
applications. Previous research on palmprint recognition mainly concentrates on low …

Robust palmprint identification using efficient enhancement and two‐stage matching technique

M Ghafoor, SA Tariq, IA Taj, NM Jafri… - IET Image …, 2020 - Wiley Online Library
Palmprint‐based human authentication has shown great potential for civil, forensic, and
corporate security applications in recent years. Palmprint recognition systems suffer …

Palmprint recognition using realistic animation aided data augmentation

S Pranjal, AWK Kong - 2019 IEEE 10th International …, 2019 - ieeexplore.ieee.org
In this paper, a palmprint augmentation algorithm based on 3D animation is proposed for
enhancing contactless palmprint recognition performance. Contactless palmprint varies in …

AMGNet: Aligned Multilevel Gabor Convolution Network for Palmprint Recognition

D Fan, X Liang, C Zhang, W Jia… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Palmprint recognition has seen significant advancements and garnered considerable
attention recently. However, deep learning methods have yet to effectively incorporate …

Palmprint enhancement and ROI extraction based on U-Net

LU Zhanhong, S Lubin, SU Lixun, J Yuxin… - 北京航空航天大学 …, 2020 - bhxb.buaa.edu.cn
Palmprint is a biometric feature with great application potential due to its stability,
uniqueness, hardness in copying, and easy access. In the palmprint recognition, palmprint …