Identity recognition based on palm vein feature using two-dimensional linear discriminant analysis

F Rizki, TAB Wirayuda… - 2016 1st International …, 2016 - ieeexplore.ieee.org
generalized eigenvalue using equation 6. Finally, projects A into 2DLDA feature using … In
this research we used CASIA Multi-Spectral Palmprint Database with the length of infrared 850 …

Multi-orientation and multi-scale features discriminant learning for palmprint recognition

F Ma, X Zhu, C Wang, H Liu, XY Jing - Neurocomputing, 2019 - Elsevier
… We can find that: the proposed MOSDL approach can be regarded as a generalization of …
the idea of discriminant analysis and design the discriminant orientation and scale features …

Palm print recognition using liveness detection technique

D Aishwarya, M Gowri… - 2016 Second International …, 2016 - ieeexplore.ieee.org
… on palm print recognition. Palm Print is chosen since it is feature rich and less likely to
destruction. The system presented detects the bio metric traits using Liveness detection method …

Biometric palmprint identification via efficient texture features fusion

R Mokni, M Elleuch, M Kherallah - 2016 International Joint …, 2016 - ieeexplore.ieee.org
… Matrix (GLCM) and the Gabor filters using feature level fusion. These descriptors have been
… domain to analyze the image texture. Then, we apply the generalized discriminant analysis (…

Palmprint recognition with an efficient data driven ensemble classifier

I Rida, R Herault, GL Marcialis, G Gasso - Pattern Recognition Letters, 2019 - Elsevier
Analysis (PCA), Discriminant Analysis or sparse coding either to the raw palmprint images
… task driven way the discriminative features without making use of any prior knowledge 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
… In addition, we also implemented the state-of-the-art palmprint recognition approaches of …
for multi-modal recognition, and it can be applied for palmprint recognition by ignoring the inter-…

Learning complete and discriminative direction pattern for robust palmprint recognition

S Zhao, B Zhang - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
… [31] proposed a tensor rank preserving discriminant analysis method for facial recognition
including … In conclusion, the proposed method has strong generalization abilities with small …

An improved multispectral palmprint recognition system using autoencoder with regularized extreme learning machine

A Gumaei, R Sammouda… - Computational …, 2018 - Wiley Online Library
… for improving the palmprint recognition system. Various … components analysis (PCA),
linear discriminant analysis (… and improve the generalization to changes in palmprint images. …

Palmprint identification using an ensemble of sparse representations

I Rida, S Al-Maadeed, A Mahmood, A Bouridane… - IEEE …, 2018 - ieeexplore.ieee.org
… and ensure good generalization ability, we select L = 500 in all experiments. … discriminant
analysis of block-wise Gaussian derivative phase pattern histogram for palmprint recognition

Palmprint recognition via discriminative index learning

J Svoboda, J Masci… - … on Pattern Recognition  …, 2016 - ieeexplore.ieee.org
… For palmprint recognition, we are only aware of two previous … is the first use of CNNs for
contactless palmprint recognition. … “Kernel Fisher discriminant analysis for palmprint recognition,…