Finger vein recognition based on zone-based minutia matching
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.10.029
Abstract: Abstract Finger vein is universally regarded as a secure and convenient biometric pattern. Consequently, it has received considerable attention from researchers and is widely used in real world applications. However, the undesirable image quality and… read more here.
Keywords: minutia matching; vein recognition; minutia; finger vein ... See more keywords
Hand Vein Recognition Algorithm Based on NMF with Sparsity and Clustering Property Constraints in Feature Mapping Space
Sign Up to like & getrecommendations! Published in 2019 at "Chinese Journal of Electronics"
DOI: 10.1049/cje.2019.06.003
Abstract: Most of the existed vein features are lack of robustness to light intensity variation, and some algorithms rely on the specified vein data sets, which leads to the limitation of real applications. To solve the… read more here.
Keywords: vein; vein recognition; recognition; algorithm based ... See more keywords
Finger Vein Recognition Based on Anatomical Features of Vein Patterns
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3253203
Abstract: Finger vein recognition is a promising biometric authentication technique that depends on the unique features of vein patterns in the finger for recognition. The existing finger vein recognition methods are based on minutiae features or… read more here.
Keywords: vein recognition; vein patterns; based anatomical; finger vein ... See more keywords
Learning a Compact Vein Discrimination Model With GANerated Samples
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2019.2924553
Abstract: Despite the great success achieved by convolutional neural networks (CNNs) in various image understanding tasks, it is still difficult for CNNs to be applied to vein recognition tasks due to the problems of insufficient training… read more here.
Keywords: learning compact; compact vein; vein discrimination; vein recognition ... See more keywords
Robust and Efficient Finger Vein Recognition Using Binarized Difference of Gabor Jet on Grid
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2022.3217396
Abstract: In practical applications, the biometric authentication system requires a lower error rate, higher speed, and smaller template size. To satisfy such requirements, we propose a robust and efficient finger vein recognition method, consisting of three… read more here.
Keywords: vein recognition; finger; robust efficient; binarized difference ... See more keywords
Finger-Vein Biometric Recognition: A Review
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3200087
Abstract: Finger-vein-based biometric technology has received wide attention and has made some positive achievements in improving the performance of personal identification. This article intends to provide an overview on the existing finger-vein-based biometric methods from the… read more here.
Keywords: recognition; vein recognition; review; finger vein ... See more keywords
Label Enhancement-Based Multiscale Transformer for Palm-Vein Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3261909
Abstract: Vein biometrics is a high-security and privacy-preserving identification technology that has received increasing attentions. Although deep neural networks (DNNs), such as convolutional neural networks (CNNs), have been investigated for vein recognition and achieved a significant… read more here.
Keywords: vein recognition; palm vein; msvt; label ... See more keywords
SIFT Based Vein Recognition Models: Analysis and Improvement
Sign Up to like & getrecommendations! Published in 2017 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2017/2373818
Abstract: Scale-Invariant Feature Transform (SIFT) is being investigated more and more to realize a less-constrained hand vein recognition system. Contrast enhancement (CE), compensating for deficient dynamic range aspects, is a must for SIFT based framework to… read more here.
Keywords: sift based; sift; based vein; vein recognition ... See more keywords
Integration of Two-Dimensional Kernel Principal Component Analysis Plus Two-Dimensional Linear Discriminant Analysis with Convolutional Neural Network for Finger Vein Recognition
Sign Up to like & getrecommendations! Published in 2021 at "Traitement du Signal"
DOI: 10.18280/ts.380429
Abstract: High complexity and low recognition rate are two common problems with the current finger vein recognition methods. To solve these problems, this paper integrates two-dimensional kernel principal component analysis (K2DPCA) plus two-dimensional linear discriminant analysis… read more here.
Keywords: two dimensional; analysis; vein recognition; finger vein ... See more keywords
A deep ensemble learning method for single finger-vein identification
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.1065099
Abstract: Finger-vein biometrics has been extensively investigated for personal verification. Single sample per person (SSPP) finger-vein recognition is one of the open issues in finger-vein recognition. Despite recent advances in deep neural networks for finger-vein recognition,… read more here.
Keywords: vein recognition; deep ensemble; finger; finger vein ... See more keywords