Local discriminant direction binary pattern for palmprint representation and recognition

L Fei, B Zhang, Y Xu, D Huang, W Jia… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Direction-based methods are the most powerful and popular palmprint recognition methods.
However, there is no existing work that completely analyzes the essential differences among …

Local apparent and latent direction extraction for palmprint recognition

L Fei, B Zhang, W Zhang, S Teng - Information Sciences, 2019 - Elsevier
Direction information of the palmprint provides one of the most promising features for
palmprint recognition. However, more existing direction-based methods only extract the …

Learning complete and discriminative direction pattern for robust palmprint recognition

S Zhao, B Zhang - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Palmprint direction patterns have been widely and successfully used in palmprint
recognition methods. Most existing direction-based methods utilize the pre-defined filters to …

Palmprint recognition based on complete direction representation

W Jia, B Zhang, J Lu, Y Zhu, Y Zhao… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Direction information serves as one of the most important features for palmprint recognition.
In the past decade, many effective direction representation (DR)-based methods have been …

Learning discriminant direction binary palmprint descriptor

L Fei, B Zhang, Y Xu, Z Guo, J Wen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Palmprint directions have been proved to be one of the most effective features for palmprint
recognition. However, most existing direction-based palmprint descriptors are hand-craft …

Palmprint recognition using neighboring direction indicator

L Fei, B Zhang, Y Xu, L Yan - IEEE transactions on human …, 2016 - ieeexplore.ieee.org
Orientation features are successfully used in coding-based palmprint recognition methods.
In this paper, we propose a discriminative neighboring direction indicator to represent the …

Feature extraction methods for palmprint recognition: A survey and evaluation

L Fei, G Lu, W Jia, S Teng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Palmprint processes a number of unique features for reliable personal recognition.
However, different types of palmprint images contain different dominant features. Instead …

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

F Ma, X Zhu, C Wang, H Liu, XY Jing - Neurocomputing, 2019 - Elsevier
Palmprint contains stable and effective features, especially the orientation and scale
features of palm lines, and has now become an important identity recognition technique for …

Principal line-based alignment refinement for palmprint recognition

W Li, B Zhang, L Zhang, J Yan - IEEE Transactions on Systems …, 2012 - ieeexplore.ieee.org
Image alignment is an important step in various biometric authentication applications such
as palmprint recognition. Most of the existing palmprint alignment methods make use of …

Local multiple directional pattern of palmprint image

L Fei, J Wen, Z Zhang, K Yan… - 2016 23rd International …, 2016 - ieeexplore.ieee.org
Lines are the most essential and discriminative features of palmprint images, which motivate
researches to propose various line direction based methods for palmprint recognition …