Comprehensive competition mechanism in palmprint recognition

Z Yang, H Huangfu, L Leng, B Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Palmprint has gained popularity as a biometric modality and has recently attracted
significant research interest. The competition-based method is the prevailing approach for …

Deep region of interest and feature extraction models for palmprint verification using convolutional neural networks transfer learning

M Izadpanahkakhk, SM Razavi… - Applied Sciences, 2018 - mdpi.com
Palmprint verification is one of the most significant and popular approaches for personal
authentication due to its high accuracy and efficiency. Using deep region of interest (ROI) …

Multispectral palmprint encoding and recognition

Z Khan, F Shafait, Y Hu, A Mian - arXiv preprint arXiv:1402.2941, 2014 - arxiv.org
Palmprints are emerging as a new entity in multi-modal biometrics for human identification
and verification. Multispectral palmprint images captured in the visible and infrared spectrum …

Multi-task pre-training with soft biometrics for transfer-learning palmprint recognition

H Xu, L Leng, Z Yang, ABJ Teoh, Z Jin - Neural Processing Letters, 2023 - Springer
As a discriminative biometric modality, palmprint accommodates two attributes of soft
biometrics, namely chirality and gender. Our study reveals that the false matching of a pair of …

Towards open-set touchless palmprint recognition via weight-based meta metric learning

H Shao, D Zhong - Pattern Recognition, 2022 - Elsevier
Touchless biometrics has become significant in the wake of novel coronavirus 2019 (COVID-
19). Due to the convenience, user-friendly, and high-accuracy, touchless palmprint …

Palmprint recognition based on gating mechanism and adaptive feature fusion

K Zhang, G Xu, YK Jin, G Qi, X Yang… - Frontiers in …, 2023 - frontiersin.org
As a type of biometric recognition, palmprint recognition uses unique discriminative features
on the palm of a person to identify his/her identity. It has attracted much attention because of …

Bézierpalm: A free lunch for palmprint recognition

K Zhao, L Shen, Y Zhang, C Zhou, T Wang… - … on Computer Vision, 2022 - Springer
Palmprints are private and stable information for biometric recognition. In the deep learning
era, the development of palmprint recognition is limited by the lack of sufficient training data …

RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition

L Shen, J Jin, R Zhang, H Li, K Zhao… - Proceedings of the …, 2023 - openaccess.thecvf.com
Palmprint recently shows great potential in recognition applications as it is a privacy-friendly
and stable biometric. However, the lack of large-scale public palmprint datasets limits further …

Phase-based palmprint identification with convolutional sparse coding

LR Marval-Pérez, K Ito, T Aoki - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Phase-based image matching has shown high recognition accuracy in palmprint verification.
The algorithm compares a pair of palmprint images by extracting local phase features from …

Enhanced minutiae extraction for high-resolution palmprint recognition

L Fei, S Teng, J Wu, I Rida - International Journal of Image and …, 2017 - World Scientific
A palmprint generally possesses about 10 times more minutiae features than a fingerprint,
which could provide reliable biometric-based personal authentication. However, wide …