Palmprint image registration using convolutional neural networks and Hough transform

M Ahmadi, H Soleimani - arXiv preprint arXiv:1904.00579, 2019 - arxiv.org
Minutia-based palmprint recognition systems has got lots of interest in last two decades. Due
to the large number of minutiae in a palmprint, approximately 1000 minutiae, the matching …

Fast and efficient minutia‐based palmprint matching

H Soleimani, M Ahmadi - IET Biometrics, 2018 - Wiley Online Library
Using the palmprint in recognition systems has received a lot of interest during the last two
decades. Some of these systems are based on first‐level features, such as the existing lines …

Palmprint matching by minutiae and ridge distance

J Chen, Z Guo - Cloud Computing and Security: Second International …, 2016 - Springer
Palmprint is an essential biometrics for personal identification, especially in forensic security.
Due to the large valid region of palmprint, palmprint recognition is very time-consuming. Fast …

Palmprint recognition based on minutiae quadruplets

AT Rao, NP Ramaiah, CK Mohan - Proceedings of International …, 2017 - Springer
Palmprint recognition is a variant of fingerprint matching as both the systems share almost
similar matching criteria and the minutiae feature extraction methods. However, there is a …

A Minutiae Selection Algorithm (MSA) for efficient palmprint matching using Histograms of Differences (HoDs)

AB Mehmood, IA Taj, M Ghafoor - Expert Systems with Applications, 2023 - Elsevier
Palmprints have gained enormous popularity in the biometric industry recently. Due to the
large amount of information provided by the palmprints and their forensic value, many large …

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 …

High-resolution palmprint minutiae extraction based on Gabor feature

JF Feng, CJ Liu, H Wang, B Sun - Science China Information Sciences, 2014 - Springer
Extracting effective minutiae is difficult for high-resolution palmprint, because of the strong
influence from principal lines, creases, and other noises. In this paper, a novel minutiae …

[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 …

Enhanced minutiae extraction for high-resolution palmprint recognition

L Fei, S Teng, J Wu, I Rida - International Journal of Image and …, 2017 - World Scientific
A palmprint generally possesses about 10 times more minutiae features than a fingerprint,
which could provide reliable biometric-based personal authentication. However, wide …

Multi-stream convolutional neural networks fusion for palmprint recognition

Q Zhou, W Jia, Y Yu - Chinese Conference on Biometric Recognition, 2022 - Springer
In recent years, researchers have carried out palmprint recognition study based on deep
learning, and proposed a variety of methods based on deep learning. In these methods …