Toward unconstrained palmprint recognition on consumer devices: A literature review

AS Ungureanu, S Salahuddin, P Corcoran - IEEE Access, 2020 - ieeexplore.ieee.org
As a biometric modality, palmprints have been largely under-utilized, but they offer some
advantages over fingerprints and facial biometrics. Recent improvements in imaging …

[HTML][HTML] Multiview-learning-based generic palmprint recognition: A literature review

S Zhao, L Fei, J Wen - Mathematics, 2023 - mdpi.com
Palmprint recognition has been widely applied to security authentication due to its rich
characteristics, ie, local direction, wrinkle, and texture. However, different types of palmprint …

Learning compact multifeature codes for palmprint recognition from a single training image per palm

L Fei, B Zhang, L Zhang, W Jia… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we propose a multifeature learning method to jointly learn compact
multifeature codes (LCMFCs) for palmprint recognition with a single training sample per …

Palmprint recognition system for mobile device based on circle loss

J Wan, D Zhong, H Shao - Displays, 2022 - Elsevier
The extensive use of mobile devices such as smartphones has made the research of
identification on mobile devices a prominent topic. Palmprint recognition is one of the …

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 …

Multi-task pre-training with soft biometrics for transfer-learning palmprint recognition

H Xu, L Leng, Z Yang, ABJ Teoh, Z Jin - Neural Processing Letters, 2023 - Springer
As a discriminative biometric modality, palmprint accommodates two attributes of soft
biometrics, namely chirality and gender. Our study reveals that the false matching of a pair of …

Palmhashnet: Palmprint hashing network for indexing large databases to boost identification

G Arora, S Kalra, A Bhatia, K Tiwari - IEEE Access, 2021 - ieeexplore.ieee.org
Palmprint identification aims to establish the identity of a given query sample by comparing it
with all the templates in the database and locating the most similar one. It becomes …

[HTML][HTML] Palmprint Recognition: Extensive Exploration of Databases, Methodologies, Comparative Assessment, and Future Directions

N Amrouni, A Benzaoui, A Zeroual - Applied Sciences, 2023 - mdpi.com
This paper presents a comprehensive survey examining the prevailing feature extraction
methodologies employed within biometric palmprint recognition models. It encompasses a …

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) …

Toward Large-Scale Palmprint Image Analysis by a Rich Orientation Code

D Fan, X Liang, W Jia, D Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Palmprint recognition has gained considerable attention in recent years, accompanied by
significant progress. However, large-scale palmprint recognition, which holds great potential …