Palmprint recognition using siamese network

D Zhong, Y Yang, X Du - Biometric Recognition: 13th Chinese Conference …, 2018 - Springer
… In this paper, we proposed a palmprint recognition method using Siamese network, which
… of two input palmprints. Besides, our method also implemented end-to-end recognition. Two …

Few-shot learning for palmprint recognition via meta-siamese network

H Shao, D Zhong, X Du, S Du… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… It is similar to the practical palmprint recognition scenarios, … to train the deep neural networks
(DNNs) for generalizing on … palmprint recognition method called meta-Siamese network (…

Low-shot palmprint recognition based on meta-siamese network

X Du, D Zhong, P Li - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
… for palmprint recognition. We propose Meta-Siamese networ7 based on Siamese networ7. …
Moreover, we extend our model to zero-shot recognition tas7s based on deep hashing …

Siamese Network-Based Palm Print Recognition

E AlShemmary, FA Ameen - Journal of Kufa for Mathematics …, 2023 - journal.uokufa.edu.iq
recognition with very good results. We suggest in this paper, a Siamese network-based
approach for handprint recognition. … consists of two convolutional neural networks (CNNs) that …

Multi-siamese networks to accurately match contactless to contact-based fingerprint images

C Lin, A Kumar - 2017 IEEE International Joint Conference on …, 2017 - ieeexplore.ieee.org
… Damaged fingerprint identification was discussed in [33]. A CNN-based … fingerprint was
proposed for fingerprint identification. Their reported results showed that fingerprint recognition

Siamese-hashing network for few-shot palmprint recognition

C Liu, H Shao, D Zhong, J Du - 2019 IEEE Symposium Series …, 2019 - ieeexplore.ieee.org
… a key challenge in palmprint recognition, this paper proposes a few-shot palmprint recognition
model called SHN. In the stage of palmprint preprocessing, an effective palmprint image …

[HTML][HTML] A novel fingerprint recognition method based on a Siamese neural network

Z Li, Y Wang, Z Yang, X Tian, L Zhai, X Wu… - Journal of Intelligent …, 2022 - degruyter.com
fingerprint recognition method is proposed and realized in this study, which uses the Siamese
neural network to compare two fingerprint … , we trained the above Siamese network with 63 …

PVSNet: Palm vein authentication siamese network trained using triplet loss and adaptive hard mining by learning enforced domain specific features

D Thapar, G Jaswal, A Nigam… - 2019 IEEE 5th …, 2019 - ieeexplore.ieee.org
… has been tested on publicly available CASIA multispectral palm print database [1], IIT
Indore Hand Vein database, and PolyU multispectral (NIR) palmprint database. The left and …

Palmprint recognition via discriminative index learning

J Svoboda, J Masci… - … on Pattern Recognition  …, 2016 - ieeexplore.ieee.org
palmprint recognition methods employ classical image pro… In this work, we approach the
palmprint recognition problem … novel siamese-type convolutional neural network architecture…

N-shot palm vein verification using siamese networks

F Marattukalam, WH Abdulla… - … Conference of the …, 2021 - ieeexplore.ieee.org
… and proposes a few shot learning approach for palmprint recognition, which displays good
accuracy. We propose in this paper a novel combined Siamese structure for vein verification. …