معرفی
Gabriel E. Hine is a Postdoc researcher at the Biometric Systems and Multimedia Forensics Lab within the Department of Engineering at Roma Tre University, Italy. He is actively engaged in research at the intersection of signal processing, biometrics, and information security, and contributes to teaching in advanced signal processing and biometric systems.
- Bachelor’s Degree in Electronic Engineering, Roma Tre University (2013, cum laude)
- Master’s Degree in Information and Communication Technology Engineering, Roma Tre University (2015, cum laude)
- PhD in Applied Electronics, Roma Tre University (2018)
- Research collaboration at Telefonica I+D, Barcelona (2016)
- Research involvement in EU H2020 ENCASE and PRIN 2011/2012 projects
His research focuses on biometric cryptosystems, template protection, and privacy-preserving biometric recognition, with significant contributions to fingerprint, palmprint, EEG, and signature-based systems. He has also conducted influential work on online social media dynamics, particularly analyzing 4chan’s /pol/ forum.
The analysis of his recent publications reveals a strong trend in developing secure and unlinkable biometric templates using deep learning, sparse signal representations, and zero-leakage frameworks. His work spans both theoretical formulation and experimental validation on real-world data, particularly in finger-vein and palm-vein recognition. He also explores novel biometric modalities such as in-air 3D signatures and resting-state EEG.
- Best Paper Runner-Up, ICWSM-17 (2017)
- Selected as 'Best of Arxiv' paper
- Widely covered in Nature, MIT Technology Review, The Independent, Vice, and Italian media
Hine has served as a lecturer and teaching assistant for courses including 'Biometric Systems' and 'Signal Theory' at Roma Tre University. He has led a didactic laboratory on biometric systems, guiding students in implementing and analyzing biometric recognition solutions. His research is supported by major grants such as EU H2020 ENCASE and PRIN 2011/2012. He collaborates extensively with Prof. Patrizio Campisi and other researchers in the BioMedia4n6 lab.
He is a core member of the BioMedia4n6 research group, which specializes in biometrics, data hiding, and blind deconvolution, applying advanced signal processing techniques to multimedia forensics and security challenges.
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