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 …

Supervised hashing with deep convolutional features for palmprint recognition

J Cheng, Q Sun, J Zhang, Q Zhang - … October 28-29, 2017, Proceedings 12, 2017 - Springer
Palmprint representations using multiple filters followed by encoding, ie OrdiCode and
SMCC, always achieve promising recognition performance. With the similar architecture but …

Deep multi-loss hashing network for palmprint retrieval and recognition

W Jia, S Huang, B Wang, L Fei… - … Joint Conference on …, 2021 - ieeexplore.ieee.org
With the wide application of biometrics technology, the scale of biometrics databases is
increasing rapidly. In this situation, fast retrieval technology is more and more necessary for …

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 …

A hand-based multi-biometrics via deep hashing network and biometric graph matching

D Zhong, H Shao, X Du - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
At present, the fusion of different unimodal biometrics has attracted increasing attention from
researchers, who are dedicated to the practical application of biometrics. In this paper, we …

Deep distillation hashing for unconstrained palmprint recognition

H Shao, D Zhong, X Du - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
Deep palmprint recognition has become an emerging issue with great potential for personal
authentication on handheld and wearable consumer devices. Previous studies of palmprint …

Towards efficient unconstrained palmprint recognition via deep distillation hashing

H Shao, D Zhong, X Du - arXiv preprint arXiv:2004.03303, 2020 - arxiv.org
Deep palmprint recognition has become an emerging issue with great potential for personal
authentication on handheld and wearable consumer devices. Previous studies of palmprint …

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 …

Effective deep ensemble hashing for open-set palmprint recognition

H Shao, D Zhong, X Du - Journal of Electronic Imaging, 2020 - spiedigitallibrary.org
Recently, palmprint recognition has made huge progress and attracted the attention of more
and more researchers. However, current research rarely involves open-set palmprint …