Recent advances in machine learning applied to ultrasound imaging

M Micucci, A Iula - Electronics, 2022 - mdpi.com
Machine learning (ML) methods are pervading an increasing number of fields of application
because of their capacity to effectively solve a wide variety of challenging problems. The …

Ultrasound systems for biometric recognition

A Iula - Sensors, 2019 - mdpi.com
Biometric recognition systems are finding applications in more and more civilian fields
because they proved to be reliable and accurate. Among the other technologies, ultrasound …

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 …

Biometric Recognition in 3D Medical Images: A Survey

B Fu, N Damer - IEEE Access, 2023 - ieeexplore.ieee.org
This work explores the potential applications of biometric recognition in 3D medical imaging
data. We investigate various 3D imaging techniques commonly used in the medical domain …

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 …

Hand-based multimodal biometric fusion: A review

S Li, L Fei, B Zhang, X Ning, L Wu - Information Fusion, 2024 - Elsevier
Over the past few decades, hand-based multimodal biometrics systems have achieved
significant attention because of their high security, accuracy, and anti-counterfeiting. Various …

Multimodal biometric recognition based on 3D ultrasound palmprint-hand geometry fusion

A Iula, M Micucci - IEEE Access, 2022 - ieeexplore.ieee.org
In recent years, multimodal biometric systems are increasingly employed in many
application field due to several advantages in terms of universality, recognition rate. and …

Recognition performance analysis of a multimodal biometric system based on the fusion of 3d ultrasound hand-geometry and palmprint

M Micucci, A Iula - Sensors, 2023 - mdpi.com
Multimodal biometric systems are often used in a wide variety of applications where high
security is required. Such systems show several merits in terms of universality and …

A feasible 3D ultrasound palmprint recognition system for secure access control applications

A Iula, M Micucci - IEEE Access, 2021 - ieeexplore.ieee.org
Biometric recognition systems based on 3D palmprint captured with optical technology have
been widely investigated in the last decade; however, they can provide information about …

Unsupervised palmprint image quality assessment via pseudo-label generation and ranking guidance

Y Zou, C Liu, H Shao, D Zhong - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Research on palmprint recognition has been progressing toward a contactless and
unconstrained direction, where the imaging quality is easily disturbed by various factors …