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 …

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 …

[HTML][HTML] 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 …

Toward unconstrained fingerprint recognition: A fully touchless 3-D system based on two views on the move

RD Labati, A Genovese, V Piuri… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Touchless fingerprint recognition systems do not require contact of the finger with any
acquisition surface and thus provide an increased level of hygiene, usability, and user …

Feature extraction for 3-D palmprint recognition: A survey

L Fei, B Zhang, W Jia, J Wen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The 3-D palmprint recognition has been investigated for over ten years, and various
methods have been proposed for 3-D palmprint recognition. In this article, we present a …

[HTML][HTML] 2D and 3D palmprint and palm vein recognition based on neural architecture search

W Jia, W Xia, Y Zhao, H Min, YX Chen - International Journal of Automation …, 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 …

3D palmprint identification using block-wise features and collaborative representation

L Zhang, Y Shen, H Li, J Lu - IEEE transactions on pattern …, 2014 - ieeexplore.ieee.org
Developing 3D palmprint recognition systems has recently begun to draw attention of
researchers. Compared with its 2D counterpart, 3D palmprint has several unique merits …

Suspecting less and doing better: New insights on palmprint identification for faster and more accurate matching

Q Zheng, A Kumar, G Pan - IEEE Transactions on Information …, 2015 - ieeexplore.ieee.org
This paper introduces a generalized palmprint identification framework to unify several state-
of-art 2D and 3D palmprint methods. Through this framework, we argue that the methods …

Normalization and weighting techniques based on genuine-impostor score fusion in multi-biometric systems

W Kabir, MO Ahmad… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The performance of a multi-biometric system can be improved using an efficient
normalization technique under the simple sum-rule-based score-level fusion. It can also be …

A multi-biometric system based on feature and score level fusions

W Kabir, MO Ahmad, MNS Swamy - IEEE Access, 2019 - ieeexplore.ieee.org
In general, the information of multiple biometric modalities is fused at a single level, for
example, score level or feature level. The recognition accuracy of a multimodal biometric …