Palmprint recognition system based on deep region of interest features with the aid of hybrid approach

Ö Türk, A Çalışkan, E Acar, B Ergen - Signal, Image and Video Processing, 2023 - Springer
Palmprint recognition system is a biometric technology, which is promising to have a high
precision. This system has started to attract the attention of researchers, especially with the …

[PDF][PDF] Palmprint recognition system based on proposed features extraction and (c5. 0) decision tree, k-nearest neighbour (knn) classification approaches

MS Kadhm, H Ayad, MJ Mohammed - J. Eng. Sci. Technol, 2021 - portal.arid.my
In the biometrics research area, palmprint recognition system is gaining the most popularity.
Significant performances have been achieved in the state-of-the-art palmprint recognition …

[PDF][PDF] Palmprint recognition systems based-on backpropagation neural network and euclidean distance using principal components analysis (PCA) feature extraction

RR Isnanto, AA Zahra, AK Haq, F Rozy - Int. J. Softw. Eng. Its Appl, 2016 - academia.edu
Palmprint recognition system has been one promising biometric system used in Presence
System. There are some methods to recognize the individual palmprint as well as to extract …

Palmprint recognition based on deep learning

ZDP Xin, P Xin, L Xiaoling, G Xiaojing - 2015 - IET
Deep learning method has been considered as a breakthrough in computer vision,
successfully aplied in many domains, including biometrics. Palmprint recognition has been …

[PDF][PDF] Machine learning algorithms based palmprint biometric identification

M Naveen, KJ Neethumol, PM Mathew… - Int J Eng Res Technol …, 2021 - academia.edu
Biometrics have gained popularity over the last decade and palmprint have rich and unique
features which makes it a reliable biometric identification methodology. There are many …

Toward palmprint recognition methodology based machine learning techniques

MM Ata, KM Elgamily, MA Mohamed - European Journal of Electrical …, 2020 - ejece.org
The presented paper proposes an algorithm for palmprint recognition using seven different
machine learning algorithms. First of all, we have proposed a region of interest (ROI) …

Mobilenet convolutional neural networks and support vector machines for palmprint recognition

A Michele, V Colin, DD Santika - Procedia Computer Science, 2019 - Elsevier
Due to the ease of handling with low resolution images, low cost hardware and high
recognition accuracy, palmprint recognition has been attracting in the recent years. Many …

[PDF][PDF] Palmprint Authentication Technique Based on Convolutional Neural Network

FM Bachay, MH Abdulameer - International Journal of Computing …, 2023 - researchgate.net
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 …

[PDF][PDF] Palmprint recognition based on deep convolutional neural networks

X Dong, L Mei, J Zhang - 2018 2nd International …, 2018 - pdfs.semanticscholar.org
Palmprint recognition, as one of the current biometric technologies, has received extensive
attention and research. There are difficulties in the traditional artificially defined feature when …

Hierarchical palmprint feature extraction and recognition based on multi‐wavelets and complex network

L Zhou, C Zhang, Z Wang, Y Wang… - IET Image …, 2018 - Wiley Online Library
This study presents a hierarchical palmprint feature extraction and recognition approach
based on multi‐wavelet and complex network (CN) since they can effectively decrease …