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 …

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 …

One-shot cross-dataset palmprint recognition via adversarial domain adaptation

H Shao, D Zhong - Neurocomputing, 2021 - Elsevier
Deep learning-based palmprint recognition algorithms have obtained promising
performance. However, the previous methods require a large amount of labeled samples …

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 …

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 …

Few-shot palmprint recognition based on similarity metric hashing network

C Liu, D Zhong, H Shao - Neurocomputing, 2021 - Elsevier
Palmprint recognition is one of the effective biometric technologies due to the advantages of
convenience and safety. Recently, many deep learning-based methods are utilized in …

Deep discriminative representation for generic palmprint recognition

S Zhao, B Zhang - Pattern Recognition, 2020 - Elsevier
State-of-the-art palmprint recognition methods have achieved significant performances.
However, most of the existing methods are focused on particular scenarios such as a …

PalmGAN for cross-domain palmprint recognition

H Shao, D Zhong, Y Li - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Nowadays, many efficient palmprint recognition algorithms have emerged. However,
previous algorithms can only be used in a single domain. Furthermore, they also require a …

Triple-type feature extraction for palmprint recognition

L Wu, Y Xu, Z Cui, Y Zuo, S Zhao, L Fei - Sensors, 2021 - mdpi.com
Palmprint recognition has received tremendous research interests due to its outstanding
user-friendliness such as non-invasive and good hygiene properties. Most recent palmprint …

Towards cross-dataset palmprint recognition via joint pixel and feature alignment

H Shao, D Zhong - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
Deep learning-based palmprint recognition algorithms have shown great potential. Most of
them are mainly focused on identifying samples from the same dataset. However, they may …