Giorgio Fumera

University of Cagliari — Italy

Computer Science · Physical Sciences

38h-index5.0kcitations151works2.72yr avg
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Research Topics

Video Surveillance and Tracking Methods(29), Adversarial Robustness in Machine Learning(23), Anomaly Detection Techniques and Applications(22), Face and Expression Recognition(20), Human Pose and Action Recognition(19)

Publications151 total

On the Robustness of Vehicles Localisation Methods from Aerial Images
Lecture notes in computer science·2026
On the robustness of adversarial training against uncertainty attacks
Pattern Recognition·2025· 1 citedOpen Access
Guidelines for Query and Gallery Image Extraction in Person Re-identification Systems
Lecture notes in computer science·2025
On the Robustness of Adversarial Training Against Uncertainty Attacks
arXiv (Cornell University)·2024Open Access
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications
arXiv (Cornell University)·2024· 1 citedOpen Access
Synthetic Data for Video Surveillance Applications of Computer Vision: A Review
International Journal of Computer Vision·2024· 19 citedOpen Access
Synthetic Data Sets for Person Re-Identification: A Critical Analysis
SSRN Electronic Journal·2024Open Access
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks
Lecture notes in computer science·2024Open Access
A risk estimation study of native code vulnerabilities in Android applications
Journal of Cybersecurity·2024· 3 citedOpen Access
Adversarial Attacks Against Uncertainty Quantification
2023· 1 citedOpen Access
Adversarial Attacks Against Uncertainty Quantification
arXiv (Cornell University)·2023· 1 citedOpen Access
Dropout injection at test time for post hoc uncertainty quantification in neural networks
Information Sciences·2023· 18 citedOpen Access
Evaluation of Robustness Metrics for Defense of Machine Learning Systems
2023
Human-in-the-loop cross-domain person re-identification
Expert Systems with Applications·2023· 20 citedOpen Access
Microwave Medical Imaging of the Human Neck using a Neural-Networks-Based Inversion Procedure: A Phantom Study
2023· 1 cited
Dropout Injection at Test Time for Post Hoc Uncertainty Quantification in Neural Networks
arXiv (Cornell University)·2023· 1 citedOpen Access
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
Lecture notes in computer science·2023Open Access
Specialise to Generalise: The Person Re-identification Case
Lecture notes in computer science·2023· 3 citedOpen Access
On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models
2022 26th International Conference on Pattern Recognition (ICPR)·2022· 2 citedOpen Access
Initial Experimental Tests of an ANN-Based Microwave Imaging Technique for Neck Diagnostics
IEEE Microwave and Wireless Components Letters·2022· 11 citedOpen Access
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Frequent Co-authors

Fabio Roli(47), Battista Biggio(22), Ignazio Pillai(9), Giorgio Giacinto(5), Gian Luca Marcialis(4), Luca Didaci(4), Riccardo Satta(4), Zahid Akhtar(3), Gavin Brown(2), Igino Corona(2), Paolo Russu(2), Federico Pala(2), Ambra Demontis(2), Roghayeh Soleymani(2), Éric Granger(2), Josef Kittler(2), Xiao Huang(1), Claudia Eckert(1), Blaine Nelson(1), Benjamin I. P. Rubinstein(1)