Comprehensive competition mechanism in palmprint recognition

Z Yang, H Huangfu, L Leng, B Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Palmprint has gained popularity as a biometric modality and has recently attracted
significant research interest. The competition-based method is the prevailing approach for …

CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition

Z Yang, W Xia, Y Qiao, Z Lu, B Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Palmprint recognition achieves high discrimination for identity verification. Compared with
handcrafted local texture descriptors, convolutional neural networks (CNNs) can …

Innovative contactless palmprint recognition system based on dual-camera alignment

X Liang, Z Li, D Fan, B Zhang, G Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, contactless bimodal palmprint recognition technology has attracted increased
attention due to the COVID-19 pandemic. Many dual-camera-based sensors have been …

Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification

Z Yang, ABJ Teoh, B Zhang, L Leng… - International Journal of …, 2024 - Springer
Palmprint as biometrics has gained increasing attention recently due to its discriminative
ability and robustness. However, existing methods mainly improve palmprint verification …

Translational calibration in region-of-interest localization for palmprint recognition

F Liao, T Wu, F Gao, L Leng - The Visual Computer, 2024 - Springer
Palmprint is a promising biometric modality and has several advantages. However, many
serious challenges severely restrict the development of palmprint recognition in mobile …

Data protection in palmprint recognition via dynamic random invisible watermark embedding

C Liu, D Zhong, H Shao - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
Palmprint recognition is one of the most popular biometric technologies. Recent researches
mainly focus on the recognition performance, while pay less attention to the data protection …

Two novel style-transfer palmprint reconstruction attacks

Z Yang, L Leng, B Zhang, M Li, J Chu - Applied Intelligence, 2023 - Springer
Palmprint has been widely used for personal authentication in many applications, such that
the assessment of recognition system security is important. Online attacks of palmprint …

Modeling of fuzzy systems based on the competitive neural network

J Barraza, P Melin, F Valdez, CI Gonzalez - Applied Sciences, 2023 - mdpi.com
This paper presents a method to dynamically model Type-1 fuzzy inference systems using a
Competitive Neural Network. The aim is to exploit the potential of Competitive Neural …

Structure suture learning-based robust multiview palmprint recognition

S Zhao, L Fei, J Wen, B Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Low-quality palmprint images will degrade the recognition performance, when they are
captured under the open, unconstraint, and low-illumination conditions. Moreover, the …

Touchless palmprint recognition based on 3D Gabor template and block feature refinement

X Liang, Z Li, D Fan, J Li, W Jia, D Zhang - Knowledge-Based Systems, 2022 - Elsevier
With the growing demand for hand hygiene, touchless palmprint recognition has made great
strides recently, providing an effective solution for personal identification. Despite many …