Double biologically inspired transform network for robust palmprint recognition

K Zhou, X Zhou, L Yu, L Shen, S Yu - Neurocomputing, 2019 - Elsevier
Most state-of-the-art methods in recognizing rotated, scaled, and translated (RST) palmprint
image have difficulty to achieve the tradeoff between accuracy and robustness. Inspired by …

An improved lightweight network based on MobileNetV3 for Palmprint recognition

K Zhou, K Deng, P Chen, Y Hu - Chinese Conference on Pattern …, 2022 - Springer
In recent years, there has been an increasingly urgent need for individual identification in
various application scenarios. Palmprint has numerous advantages due to its uniqueness …

Palmprint based Pattern Recognition Using Fast ICA

JP Patil, CS Pawar - 2020 4th international conference on …, 2020 - ieeexplore.ieee.org
The pattern of Palmprint has high dissimilarity because of its numerous determination
features like ridges, principle lines, datum points, and wrinkles and so on. In this paper, a …

Extracting region of interest for palmprint by convolutional neural networks

X Bao, Z Guo - 2016 Sixth International Conference on Image …, 2016 - ieeexplore.ieee.org
Palm ROI extraction is one of the most important processes in palmprint recognition. The
core idea is to employ the valley points between the fingers to establish a coordinate system …

[PDF][PDF] Improved Siamese Palmprint Authentication Using Pre-Trained VGG16-Palmprint and Element-Wise Absolute Difference.

M Ezz, W Alanazi, AM Mostafa, E Hamouda… - … Systems Science & …, 2023 - academia.edu
Palmprint identification has been conducted over the last two decades in many biometric
systems. High-dimensional data with many uncorrelated and duplicated features remains …

[PDF][PDF] Touchless region based palmprint verification system

SB Verma, S Chandran - International Journal of Computer Science …, 2017 - academia.edu
The Biometrics systems have been used for identification of a person with their physical
structure or a behavioural characteristic. Palmprint is popular nowadays for identifying a …

Robust and adaptive region of interest extraction for unconstrained palmprint recognition

K Luo, D Zhong - Journal of Electronic Imaging, 2021 - spiedigitallibrary.org
Palmprint region of interest (ROI) extraction under unconstrained conditions is an
unavoidable problem in realizing palmprint recognition. However, the diversity of palm size …

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 …

Palmprint recognition using realistic animation aided data augmentation

S Pranjal, AWK Kong - 2019 IEEE 10th International …, 2019 - ieeexplore.ieee.org
In this paper, a palmprint augmentation algorithm based on 3D animation is proposed for
enhancing contactless palmprint recognition performance. Contactless palmprint varies in …

Phase-based palmprint identification with convolutional sparse coding

LR Marval-Pérez, K Ito, T Aoki - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Phase-based image matching has shown high recognition accuracy in palmprint verification.
The algorithm compares a pair of palmprint images by extracting local phase features from …