[PDF][PDF] Improved Siamese Palmprint Authentication Using Pre-Trained VGG16-Palmprint and Element-Wise Absolute Difference.

M Ezz, W Alanazi, AM Mostafa… - … Systems Science & …, 2023 - cdn.techscience.cn
Palmprint identification has been conducted over the last two decades in many biometric
systems. High-dimensional data with many uncorrelated and duplicated features remains …

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 …

[PDF][PDF] Hybrid Deep Learning Model Based on Autoencoder and CNN for Palmprint Authentication.

FM Bachay, MH Abdulameer - International Journal of Intelligent …, 2022 - researchgate.net
Palmprint authentication has received a lot of attention as one of the most prevalent
biometric methods. A palmprint is a portion of the palm's surface that has special …

SYEnet: Simple yet effective network for palmprint recognition

S Ma, Q Hu, S Zhao, S Chen, L Jiang - Information Sciences, 2024 - Elsevier
Palmprint recognition techniques have been widely applied in security authentication. As a
typical image processing method, convolutional neural network (CNN) has been applied to …

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 …

Palmprint Authentication Technique Based on Convolutional Neural Network

FM Bachay, MH Abdulameer - International Journal of …, 2023 - journal.uob.edu.bh
A palmprint is a small part of the palm flat that contains additional characteristics that can be
used in authentication systems. It also has the property of permanence, which indicates that …

Novel mobile palmprint databases for biometric authentication

M Izadpanahkakhk, SM Razavi… - … Journal of Grid …, 2019 - inderscienceonline.com
Mobile palmprint biometric authentication has attracted a lot of attention as an interesting
analytics tool for representing discriminative features. Despite the advances in this …

Siamese Network-Based Palm Print Recognition

FA Ameen, EN AlShemmary - Journal of Kufa for Mathematics and …, 2023 - iasj.net
Abstract palm print recognition is a biometric technology used to identify individuals based
on their unique comfort patterns. Identifying patterns in computer vision is a challenging and …

Deep region of interest and feature extraction models for palmprint verification using convolutional neural networks transfer learning

M Izadpanahkakhk, SM Razavi… - Applied Sciences, 2018 - mdpi.com
Palmprint verification is one of the most significant and popular approaches for personal
authentication due to its high accuracy and efficiency. Using deep region of interest (ROI) …

Multi-scale discriminant representation for generic palmprint recognition

L Yu, Q Yi, K Zhou - Neural Computing and Applications, 2023 - Springer
Palmprint shows great potential in biometric-based security due to its advantages of great
stability, easy collection, and high accuracy. However, with insufficient training samples, how …