Decade progress of palmprint recognition: A brief survey

D Zhong, X Du, K Zhong - Neurocomputing, 2019 - Elsevier
As an advanced research topic in biometrics techniques, palmprint recognition has been
fully studied for more than 20 years. Due to its superiority to other biological features, ie high …

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 …

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 …

Feature extraction methods for palmprint recognition: A survey and evaluation

L Fei, G Lu, W Jia, S Teng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Palmprint processes a number of unique features for reliable personal recognition.
However, different types of palmprint images contain different dominant features. Instead …

Retracted article: a multimodal biometric authentication scheme based on feature fusion for improving security in cloud environment

T Joseph, SA Kalaiselvan, SU Aswathy… - Journal of Ambient …, 2021 - Springer
In recent days, due to the advent of advanced technologies such as cloud computing,
accessing data can be done anywhere at any time. Meanwhile, ensuring the data security is …

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 …

Learning discriminant direction binary palmprint descriptor

L Fei, B Zhang, Y Xu, Z Guo, J Wen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Palmprint directions have been proved to be one of the most effective features for palmprint
recognition. However, most existing direction-based palmprint descriptors are hand-craft …

Few-shot learning for palmprint recognition via meta-siamese network

H Shao, D Zhong, X Du, S Du… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Palmprint is one of the discriminant biometric modalities of humans. Recently, deep learning-
based palmprint recognition algorithms have improved the accuracy and robustness of …

Local apparent and latent direction extraction for palmprint recognition

L Fei, B Zhang, W Zhang, S Teng - Information Sciences, 2019 - Elsevier
Direction information of the palmprint provides one of the most promising features for
palmprint recognition. However, more existing direction-based methods only extract the …

A performance evaluation of classic convolutional neural networks for 2D and 3D palmprint and palm vein recognition

W Jia, J Gao, W Xia, Y Zhao, H Min, JT Lu - International Journal of …, 2021 - Springer
Palmprint recognition and palm vein recognition are two emerging biometrics technologies.
In the past two decades, many traditional methods have been proposed for palmprint …