[PDF][PDF] Contactless palmprint verification system using 2-D gabor filter and principal component analysis.

S Verma, S Chandran - Int. Arab J. Inf. Technol., 2019 - ccis2k.org
verification accuracy, fast feature extraction, stability, and unique characteristics. In this … a
new palmprint verification model is proposed using Sobel Edge Detection, 2D Gabor Filter, and …

PalmNet: Gabor-PCA convolutional networks for touchless palmprint recognition

A Genovese, V Piuri, KN Plataniotis… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… , a novel Gabor CNN for touchless palmprint recognition that … proposed, which is based on
Gabor responses and PCA and … palmprint recognition systems have recently been proposed …

Touchless palmprint recognition based on 3D Gabor template and block feature refinement

X Liang, Z Li, D Fan, J Li, W Jia, D Zhang - Knowledge-Based Systems, 2022 - Elsevier
… [19] used collaborative representation, which learns the feature distribution in the training
gallery, achieving high performance in identity recognition. With the significant achievement of …

[HTML][HTML] Efficient palmprint biometric identification systems using deep learning and feature selection methods

S Trabelsi, D Samai, F Dornaika, A Benlamoudi… - Neural Computing and …, 2022 - Springer
… To accomplish this, we suggest applying Log-Gabor filters in the preprocessing step … 2d). The
log-… and contactless databases is to verify the robustness and high efficiency of our method. …

Robust palmprint identification using efficient enhancement and two‐stage matching technique

M Ghafoor, SA Tariq, IA Taj, NM Jafri… - IET Image …, 2020 - Wiley Online Library
… In large-scale automated palmprint identification systems … convolving locally tuned Gabor
filters with the palmprint image. … proposed technique achieves high performance and accuracy …

Research and development of palmprint authentication system based on Android smartphones

X Zhang, K Jing, G Song - Mobile Information Systems, 2020 - Wiley Online Library
… Particularly, on the one hand, to guarantee the effectiveness and efficiency of the system,
we exploit the practical Log-Gabor filter for feature extraction and discuss the impact of filtering …

Massively parallel palmprint identification system using GPU

SA Tariq, S Iqbal, M Ghafoor, IA Taj, NM Jafri… - Cluster …, 2019 - Springer
… The palmprint image is then enhanced using Gabor filter and the resulting image is … and
high speed palmprint identification solution for medium to large scale high-resolution palmprint

Performance analysis of biometric recognition system based on palmprint

H Farooq, S Naaz - International Journal of Information Technology, 2020 - Springer
gabor filter is used for extraction of features and 2-D gabor … , predominant execution or
higher performance as far as … as a result of this high-speed performance. Then a FREAK …

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
Gabor filters is proposed for contactless palmprint recognition… ordering information of the
palmprint patterns by means of the … four popular contactless palmprint datasets demonstrate that …

Gabor based band selection for multispectral palmprint recognition system using feature fusion

AS Muhammad, AS Iliyasu… - i-manager's Journal …, 2019 - search.proquest.com
… ABSTRACT The efficiency of a palmprint recognition system … popular Gabor Wavelet Transform
(GWT) for palmprint images … , followed by verification of system performance by a number …