2d and 3d palmprint recognition using deep learning method

D Samai, K Bensid, A Meraoumia… - … on pattern analysis …, 2018 - ieeexplore.ieee.org
In the last years, several researchers have interested in two-dimensional (2D) palmprint
recognition. In order to enhance the security of biometric systems, recently, some works …

Towards effective 2D and 3D palmprint recognition using transfer learning deep features and Reliff method

M Korichi, D Samai, A Meraoumia… - … on Recent Advances …, 2021 - ieeexplore.ieee.org
Recently, 3D palmprint recognition systems have started to gain the attention of researchers
compared to their 2D counterpart. The key task in the design of a biometric identification …

3D palmprint recognition using shape index representation and fragile bits

B Yang, X Xiang, D Xu, X Wang, X Yang - Multimedia Tools and …, 2017 - Springer
Recent years have witnessed a growing interesting in developing automatic palmprint
recognition methods. Most of the previous works have concentrated on two dimensional …

Efficient local representations for three-dimensional palmprint recognition

B Yang, X Wang, J Yao, X Yang… - Journal of Electronic …, 2013 - spiedigitallibrary.org
Palmprints have been broadly used for personal authentication because they are highly
accurate and incur low cost. Most previous works have focused on two-dimensional (2-D) …

3-D palmprint recognition with joint line and orientation features

W Li, D Zhang, L Zhang, G Lu… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
2-D palmprint has been recognized as an effective biometric identifier in the past decade.
Recently, 3-D palmprint recognition was proposed to further improve the performance of …

Palmprint recognition using 3-D information

D Zhang, G Lu, W Li, L Zhang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Palmprint has proved to be one of the most unique and stable biometric characteristics.
Almost all the current palmprint recognition techniques capture the 2-D image of the palm …

Three dimensional palmprint recognition using linear discriminant analysis method

J Cui, Y Xu - … second international conference on innovations in …, 2011 - ieeexplore.ieee.org
As a significant biometric technique, 3D palmprint authentication is better than 2D palmprint
authentication in several aspects. Previous work on 3D palmprint recognition has …

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
Since past decade, efforts are afoot to design better hand‐based automatic person
recognition systems. Among the various hand‐based biometric traits, palmprint as a …

A performance evaluation of classic convolutional neural networks for 2D and 3D palmprint and palm vein recognition

W Jia, J Gao, W Xia, Y Zhao, H Min, JT Lu - International Journal of …, 2021 - Springer
Palmprint recognition and palm vein recognition are two emerging biometrics technologies.
In the past two decades, many traditional methods have been proposed for palmprint …

3-D palmprint modeling for biometric verification

S Rajeev, KKM Shreyas, K Panetta… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Palmprint is a very unique and distinctive biometric trait because of features such as a
person's inimitable principal lines, wrinkles, delta points, and minutiae. These constitute the …