Decade progress of palmprint recognition: A brief survey

D Zhong, X Du, K Zhong - Neurocomputing, 2019 - Elsevier
As an advanced research topic in biometrics techniques, palmprint recognition has been
fully studied for more than 20 years. Due to its superiority to other biological features, ie high …

Efficient palmprint biometric identification systems using deep learning and feature selection methods

S Trabelsi, D Samai, F Dornaika, A Benlamoudi… - Neural Computing and …, 2022 - Springer
Over the past two decades, several studies have paid great attention to biometric palmprint
recognition. Recently, most methods in literature adopted deep learning due to their high …

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 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 …

Joint deep convolutional feature representation for hyperspectral palmprint recognition

S Zhao, B Zhang, CLP Chen - Information Sciences, 2019 - Elsevier
With discriminative information from various spectrums, hyperspectral imaging analysis has
recently attracted more and more considerable research attention. This increase can also be …

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 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 …

Palmprint recognition using siamese network

D Zhong, Y Yang, X Du - … : 13th Chinese Conference, CCBR 2018, Urumqi …, 2018 - Springer
Recently, palmprint representation using different descriptors under the incorporation of
deep neural networks, always achieves significant recognition performance. In this paper …

Data protection in palmprint recognition via dynamic random invisible watermark embedding

C Liu, D Zhong, H Shao - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
Palmprint recognition is one of the most popular biometric technologies. Recent researches
mainly focus on the recognition performance, while pay less attention to the data protection …

Few‐shot palmprint recognition via graph neural networks

H Shao, D Zhong - Electronics Letters, 2019 - Wiley Online Library
At present, palmprint recognition based on deep learning has been more and more widely
used in identity recognition due to its many advantages. However, these algorithms often …