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 …

Hand-based multimodal biometric fusion: A review

S Li, L Fei, B Zhang, X Ning, L Wu - Information Fusion, 2024 - Elsevier
Over the past few decades, hand-based multimodal biometrics systems have achieved
significant attention because of their high security, accuracy, and anti-counterfeiting. Various …

Double-cohesion learning based multiview and discriminant palmprint recognition

S Zhao, J Wu, L Fei, B Zhang, P Zhao - Information Fusion, 2022 - Elsevier
Palmprint recognition has been widely used in security authentication. However, most of the
existing palmprint representation methods are focused on a special application scenario …

Joint discriminative sparse coding for robust hand-based multimodal recognition

S Li, B Zhang - IEEE Transactions on Information Forensics …, 2021 - ieeexplore.ieee.org
Multimodal biometrics recognition has recently attracted much interest for its higher security
and effectiveness compared with unimodal biometrics recognition. However, most of the …

Linear discriminant analysis with generalized kernel constraint for robust image classification

S Li, H Zhang, R Ma, J Zhou, J Wen, B Zhang - Pattern Recognition, 2023 - Elsevier
Linear discriminant analysis (LDA) as a classical supervised dimensionality reduction
method has shown powerful capability in various image classification tasks. The purpose of …

Learning complete and discriminative direction pattern for robust palmprint recognition

S Zhao, B Zhang - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Palmprint direction patterns have been widely and successfully used in palmprint
recognition methods. Most existing direction-based methods utilize the pre-defined filters to …

Compnet: Competitive neural network for palmprint recognition using learnable gabor kernels

X Liang, J Yang, G Lu, D Zhang - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
Contactless palmprint recognition has recently made significant progress in palm-scanning
payment and social security. However, most existing methods are based on handcrafted …

Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360 Omnidirectional Image

R Cong, K Huang, J Lei, Y Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Salient object detection (SOD) aims to determine the most visually attractive objects in an
image. With the development of virtual reality (VR) technology, 360 omnidirectional image …

Learning spectrum-invariance representation for cross-spectral palmprint recognition

L Fei, WK Wong, S Zhao, J Wen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Palmprint recognition provides a potential solution for noninvasive personal authentication
due to its excellent contactless property and user-security, and it has attracted tremendous …

Toward efficient palmprint feature extraction by learning a single-layer convolution network

L Fei, S Zhao, W Jia, B Zhang, J Wen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a collaborative palmprint-specific binary feature learning method
and a compact network consisting of a single convolution layer for efficient palmprint feature …