Deep learning techniques for hand vein biometrics: A comprehensive review

M Hemis, H Kheddar, S Bourouis, N Saleem - Information Fusion, 2024 - Elsevier
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …

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 …

A multi-spectral palmprint fuzzy commitment based on deep hashing code with discriminative bit selection

T Wu, L Leng, MK Khan - Artificial Intelligence Review, 2023 - Springer
Direct usage of original biometric features/templates definitely leads to serious privacy
leakage. In biometric cryptosystems, a biometric key is generated and then strictly protected …

CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition

Z Yang, W **a, Y Qiao, Z Lu, B Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Palmprint recognition achieves high discrimination for identity verification. Compared with
handcrafted local texture descriptors, convolutional neural networks (CNNs) can …

Palmprint-palmvein fusion recognition based on deep hashing network

T Wu, L Leng, MK Khan, FA Khan - IEEE Access, 2021 - ieeexplore.ieee.org
Palmprint has attracted increasing attention due to its several advantages in the biometrics
field. Deep learning has achieved remarkable performance in the computer vision area, so a …

Multi-order texture features for palmprint recognition

Z Yang, L Leng, T Wu, M Li, J Chu - Artificial Intelligence Review, 2023 - Springer
Palmprint attracts increasing attention thanks to its several advantages. 1st-order textures
have been widely used for palmprint recognition; unfortunately, high-order textures …

Cross-domain palmprint recognition via regularized adversarial domain adaptive hashing

X Du, D Zhong, H Shao - … on Circuits and Systems for Video …, 2020 - ieeexplore.ieee.org
As an effective method of biometrics, palmprint recognition allows the safe identity
recognition of humans without spatial and temporal limitations. To build a more robust …

Efficient deep palmprint recognition via distilled hashing coding

H Shao, D Zhong, X Du - … of the IEEE/CVF conference on …, 2019 - openaccess.thecvf.com
Efficient deep palmprint recognition has become an urgent issue for the demand of personal
identification on mobile/wearable devices. Compared to other biometrics, palmprint …

Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification

Z Yang, ABJ Teoh, B Zhang, L Leng… - International Journal of …, 2024 - Springer
Palmprint as biometrics has gained increasing attention recently due to its discriminative
ability and robustness. However, existing methods mainly improve palmprint verification …

Recognizing palm vein in smartphones using RGB images

SJ Horng, DT Vu, TV Nguyen, W Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, demand for biometric access controls and online payments in smartphones
increased, necessitating further investigation and development in this area. This article …