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 …

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 …

Survey on encode biometric data for transmission in wireless communication networks

MH Ali, A Ibrahim, H Wahbah… - … of Engineering and …, 2021 - pen.ius.edu.ba
The aim of this research survey is to review an enhanced model supported by artificial
intelligence to encode biometric data for transmission in wireless communication networks …

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 …

3d vascular pattern extraction from grayscale volumetric ultrasound images for biometric recognition purposes

A Iula, A Vizzuso - Applied Sciences, 2022 - mdpi.com
Recognition systems based on palm veins are gaining increasing attention as they are
highly distinctive and very hard to counterfeit. Most popular systems are based on infrared …

Biometric recognition through 3D ultrasound hand geometry

A Iula - Ultrasonics, 2021 - Elsevier
Biometric recognition systems based on ultrasonic images have several advantages over
other technologies, including the capability of capturing 3D images and detecting liveness …

Optimized authentication system with high security and privacy

U Sharma, P Tomar, SS Ali, N Saxena, RS Bhadoria - Electronics, 2021 - mdpi.com
Authentication and privacy play an important role in the present electronic world. Biometrics
and especially fingerprint-based authentication are extremely useful for unlocking doors …

Ultrasound wrist vein pattern for biometric recognition

M Micucci, A Iula - 2022 IEEE International Ultrasonics …, 2022 - ieeexplore.ieee.org
Wrist vein patterns are acquiring increasing con-sideration in biometric recognition
application. Optical and near infrared technologies provide only 2D information. In this work …

A biometric identification system with Kernel SVM and feature-level fusion

S Soviany, S Pușcoci… - 2020 12th International …, 2020 - ieeexplore.ieee.org
The paper presents a biometric system with optimization for identification. The design
combines 2 biometrics (fingerprint and palmprint) with feature-level functional fusion …