[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 …

PalmPrint Recognition using Deep Convolutional Neural Networks

S Younus, EO Abdulali, KA Bozed… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
Palmprint recognition system is gaining popularity in the biometrics research field, and it is
considered as one of the most essential behavioral aspects of biometrics. The proposed …

[PDF][PDF] A review: palmprint recognition process and techniques

MM Ali, VH Mahale, PL Yannawar… - International Journal of …, 2018 - academia.edu
The palmprint recognition system has active research works over 15 years, which are
employed on different images resolution (High and Low). This paper shows the types of …

[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 …

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 …

Harnessing Deep Learning and GAN Technologies for Palmprint Recognition

S Sinha, SB Verma - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Palmprints, along with face, fingerprints, and iris, are a common biometric used in security
and forensic applications due to their precision, reliability, and cost-effectiveness. Palmprint …

[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 …

[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 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 …

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 …