Towards the generation of synthetic images of palm vein patterns: A review
With the recent success of computer vision and deep learning, remarkable progress has
been achieved on automatic personal recognition using vein biometrics. However, collecting …
been achieved on automatic personal recognition using vein biometrics. However, collecting …
Toward unconstrained palmprint recognition on consumer devices: A literature review
As a biometric modality, palmprints have been largely under-utilized, but they offer some
advantages over fingerprints and facial biometrics. Recent improvements in imaging …
advantages over fingerprints and facial biometrics. Recent improvements in imaging …
On-the-fly finger-vein-based biometric recognition using deep neural networks
Finger-vein-based biometric recognition technology has recently attracted the attention of
both academia and industry because of its robustness against presentation attacks and the …
both academia and industry because of its robustness against presentation attacks and the …
Intelligent deep models based on scalograms of electrocardiogram signals for biometrics
This paper conducts a comparative analysis of deep models in biometrics using scalogram
of electrocardiogram (ECG). A scalogram is the absolute value of the continuous wavelet …
of electrocardiogram (ECG). A scalogram is the absolute value of the continuous wavelet …
A multi-spectral palmprint fuzzy commitment based on deep hashing code with discriminative bit selection
Direct usage of original biometric features/templates definitely leads to serious privacy
leakage. In biometric cryptosystems, a biometric key is generated and then strictly protected …
leakage. In biometric cryptosystems, a biometric key is generated and then strictly protected …
A performance evaluation of classic convolutional neural networks for 2D and 3D palmprint and palm vein recognition
Palmprint recognition and palm vein recognition are two emerging biometrics technologies.
In the past two decades, many traditional methods have been proposed for palmprint …
In the past two decades, many traditional methods have been proposed for palmprint …
EEPNet: An efficient and effective convolutional neural network for palmprint recognition
Palmprint recognition is an important biometrics technology. In recent years, a lot of
palmprint recognition methods based on convolution neural networks (CNNs) have been …
palmprint recognition methods based on convolution neural networks (CNNs) have been …
Double-cohesion learning based multiview and discriminant palmprint recognition
Palmprint recognition has been widely used in security authentication. However, most of the
existing palmprint representation methods are focused on a special application scenario …
existing palmprint representation methods are focused on a special application scenario …
Label enhancement-based multiscale transformer for palm-vein recognition
Vein biometrics is a high-security and privacy-preserving identification technology that has
received increasing attentions. Although deep neural networks (DNNs), such as …
received increasing attentions. Although deep neural networks (DNNs), such as …
Centralized large margin cosine loss for open-set deep palmprint recognition
D Zhong, J Zhu - IEEE Transactions on Circuits and Systems …, 2019 - ieeexplore.ieee.org
As one promising branch of biometrics, palmprint recognition has received significant
attention and made extraordinary progress in the past decades. The crucial step of palmprint …
attention and made extraordinary progress in the past decades. The crucial step of palmprint …