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 …

Toward unconstrained palmprint recognition on consumer devices: A literature review

AS Ungureanu, S Salahuddin, P Corcoran - IEEE Access, 2020 - ieeexplore.ieee.org
As a biometric modality, palmprints have been largely under-utilized, but they offer some
advantages over fingerprints and facial biometrics. Recent improvements in imaging …

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 …

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 …

Decade progress of palmprint recognition: A brief survey

D Zhong, X Du, K Zhong - Neurocomputing, 2019 - Elsevier
As an advanced research topic in biometrics techniques, palmprint recognition has been
fully studied for more than 20 years. Due to its superiority to other biological features, ie high …

Half-orientation extraction of palmprint features

L Fei, Y Xu, D Zhang - Pattern Recognition Letters, 2016 - Elsevier
Orientation features of the palmprint are usually used in palmprint recognition methods.
Conventional orientation based methods are always based on an assumption that the line in …

Multifeature-based high-resolution palmprint recognition

J Dai, J Zhou - IEEE Transactions on Pattern Analysis and …, 2010 - ieeexplore.ieee.org
Palmprint is a promising biometric feature for use in access control and forensic
applications. Previous research on palmprint recognition mainly concentrates on low …

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 …

A comparative study of palmprint recognition algorithms

D Zhang, W Zuo, F Yue - ACM computing surveys (CSUR), 2012 - dl.acm.org
Palmprint images contain rich unique features for reliable human identification, which makes
it a very competitive topic in biometric research. A great many different low resolution …

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 …