Palmprint recognition with an efficient data driven ensemble classifier

I Rida, R Herault, GL Marcialis, G Gasso - Pattern Recognition Letters, 2019 - Elsevier
classifier such as PCA/2DPCA and LDA/2DLDA in all experimental settings. The same
remarks hold for the representation based techniques (SRC and LRC). When compared to coding…

Fusing multi-techniques based on LDA-CCA and their application in palmprint identification system

R Mokni, H Drira, M Kherallah - 2017 IEEE/ACS 14th …, 2017 - ieeexplore.ieee.org
… , low cost, high recognition accuracy, etc. In the last decade, palmprint identification systems
have … TABLE I: The different recognition rates of our proposed method with SVM classifier

Palmprint identification using an ensemble of sparse representations

I Rida, S Al-Maadeed, A Mahmood, A Bouridane… - IEEE …, 2018 - ieeexplore.ieee.org
… methods proposed in the literature, sparse representation for classification (… -LDA. To the
best of our knowledge no such method has previously been proposed for palmprint identification

Palmprint recognition based on two-dimensional methods

M Wang, Q Ruan - 2006 8th international Conference on …, 2006 - ieeexplore.ieee.org
… PCA and LDA are used in palmprint recognition. Unlike conventional PCA and LDA that treat
image … A comparison of the classification performance of PCA, LDA, 2DPCA and 2DLDA is …

Comparison of PCA, LDA and GDA for palmprint verification

P Yu, P Yu, D Xu - 2010 International Conference on …, 2010 - ieeexplore.ieee.org
… Within the past decade, Palmprint recognition has been drawn more and more … palmprint
area is larger than fingerprint area, so it has more classification information than the fingerprint

Post-processed LDA for face and palmprint recognition: What is the rationale

W Zuo, H Zhang, D Zhang, K Wang - Signal Processing, 2010 - Elsevier
… With the introduction of IMED and IMIP, we can conveniently embed them into many
popular image feature extraction and classification approaches, such as PCA, LDA, k-nearest …

A comparative study of palmprint recognition algorithms

D Zhang, W Zuo, F Yue - ACM computing surveys (CSUR), 2012 - dl.acm.org
… performance of a number of holistic-based (Fisherpalms and DCT+LDA) and local … classifier),
and thus there are two main issues, holistic palmprint image representation and classifier

Person recognition by fusing palmprint and palm vein images based on “Laplacianpalm” representation

JG Wang, WY Yau, A Suwandy, E Sung - Pattern recognition, 2008 - Elsevier
classification is still an open problem. Various palmprint representations have been proposed
for palmprint … important in face recognition, and the PCA and LDA methods are beautifully …

Three dimensional palmprint recognition using linear discriminant analysis method

J Cui, Y Xu - … second international conference on innovations in …, 2011 - ieeexplore.ieee.org
classification accuracy. Some works [18-19] fuse the 2D and 3D palmprint features to improve
the palmprint classification … used LDA to extract features from 3D palmprints for recognition

3D palmprint recognition using unsupervised convolutional deep learning network and SVM classifier

M Chaa, Z Akhtar, A Attia - IET Image Processing, 2019 - Wiley Online Library
… To address issues associated with 2D palmprint recognition systems, lately 3D palmprint-based
personal recognition methods have been introduced [9-14]. For instance, Zhang et al. [9] …