Selection of discriminative sub-regions for palmprint recognition

M Hammami, S Ben Jemaa, H Ben-Abdallah - Multimedia tools and …, 2014 - Springer
Region of interest (ROI) extraction To extract the region of interest of the palmprint image,
our system is based on the detection of the four … For this, we need a feature selection method. …

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
… In our experiments, after extracting the Region of Interest (ROI) from the palmprint images,
we resized the images to \(32 \times 32\) and applied the Log-Gabor filters for adjusting pixel …

Multifeature-based high-resolution palmprint recognition

J Dai, J Zhou - IEEE Transactions on Pattern Analysis and …, 2010 - ieeexplore.ieee.org
… , we scanned partial palmprints from different regions of the palms, following the method in
[8]. … Based on the above analysis, we select the SVMs as the fusion method for the verification …

Regional fusion for high‐resolution palmprint recognition using spectral minutiae representation

R Wang, D Ramos, R Veldhuis, J Fierrez… - IET …, 2014 - Wiley Online Library
… ‐based palmprint matching, in this work the authors present anatomically inspired regional
fusion while using SMC for palmprints. Firstly, the authors consider three regions of the palm, …

Ordinal feature selection for iris and palmprint recognition

Z Sun, L Wang, T Tan - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
… iris and palmprint recognition. The objective function of the proposed feature selection method
… In this paper, all palmprint images are normalized into a central ROI region with resolution …

Palmprint recognition based on complete direction representation

W Jia, B Zhang, J Lu, Y Zhu, Y Zhao… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… Motived this way, we propose a novel palmprint recognition … sequential forward selection
method is used to select a small … level, local region matching and feature selection or learning…

A new method in locating and segmenting palmprint into region-of-interest

C Poon, DCM Wong, HC Shen - Proceedings of the 17th …, 2004 - ieeexplore.ieee.org
… in analyzing palmprint have been proposed but to the best of our knowledge, none has been
studied on the selection and division of the region-ofinterest (ROI). Previous methods were …

Feature band selection for online multispectral palmprint recognition

Z Guo, D Zhang, L Zhang, W Liu - IEEE transactions on …, 2012 - ieeexplore.ieee.org
… image is established in the center band (760 nm), and then a region of interest (ROI) is … of
special palmprint feature, dark palm lines. Thus, a typical palmprint recognition method is used …

Palm region extraction for contactless palmprint recognition

K Ito, T Sato, S Aoyama, S Sakai… - … on Biometrics (ICB), 2015 - ieeexplore.ieee.org
… Otherwise we select the optimal keypoints using the following manner. First, we select arbitrary
3 candidates and construct a triangle using these 3 candidates as shown in Fig. 7, where …

Palmprint recognition based on regions selection

SB Jemaa, M Hammami - International Conference on Computer …, 2011 - scitepress.org
… the spatial relations of the palmprint regions. Then, we apply … -regions to describe the texture
features of the palmprint. Finally, the concatenation of histograms produced by each region