Deep learning techniques for hand vein biometrics: A comprehensive review
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …
of identity verification. Among the various modalities, hand vein biometrics, including finger …
Comprehensive competition mechanism in palmprint recognition
Palmprint has gained popularity as a biometric modality and has recently attracted
significant research interest. The competition-based method is the prevailing approach for …
significant research interest. The competition-based method is the prevailing approach for …
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 …
CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition
Palmprint recognition achieves high discrimination for identity verification. Compared with
handcrafted local texture descriptors, convolutional neural networks (CNNs) can …
handcrafted local texture descriptors, convolutional neural networks (CNNs) can …
Palmprint-palmvein fusion recognition based on deep hashing network
Palmprint has attracted increasing attention due to its several advantages in the biometrics
field. Deep learning has achieved remarkable performance in the computer vision area, so a …
field. Deep learning has achieved remarkable performance in the computer vision area, so a …
Multi-order texture features for palmprint recognition
Palmprint attracts increasing attention thanks to its several advantages. 1st-order textures
have been widely used for palmprint recognition; unfortunately, high-order textures …
have been widely used for palmprint recognition; unfortunately, high-order textures …
Cross-domain palmprint recognition via regularized adversarial domain adaptive hashing
As an effective method of biometrics, palmprint recognition allows the safe identity
recognition of humans without spatial and temporal limitations. To build a more robust …
recognition of humans without spatial and temporal limitations. To build a more robust …
Efficient deep palmprint recognition via distilled hashing coding
Efficient deep palmprint recognition has become an urgent issue for the demand of personal
identification on mobile/wearable devices. Compared to other biometrics, palmprint …
identification on mobile/wearable devices. Compared to other biometrics, palmprint …
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification
Palmprint as biometrics has gained increasing attention recently due to its discriminative
ability and robustness. However, existing methods mainly improve palmprint verification …
ability and robustness. However, existing methods mainly improve palmprint verification …
Recognizing palm vein in smartphones using RGB images
Recently, demand for biometric access controls and online payments in smartphones
increased, necessitating further investigation and development in this area. This article …
increased, necessitating further investigation and development in this area. This article …