Giorgio Fumera

About Giorgio Fumera

Giorgio Fumera, With an exceptional h-index of 45 and a recent h-index of 29 (since 2020), a distinguished researcher at Università degli Studi di Cagliari, specializes in the field of Statistical pattern recognition, Ensemble methods, Adversarial machine learning, Uncertainty quantification, Intelligent video s.

His recent articles reflect a diverse array of research interests and contributions to the field:

Microwave Medical Imaging of the Human Neck using a Neural-Networks-Based Inversion Procedure: A Phantom Study

Human-in-the-loop cross-domain person re-identification

Adversarial Attacks Against Uncertainty Quantification

Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks

BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting

Specialise to Generalise: The Person Re-identification Case

Evaluation of Robustness Metrics for Defense of Machine Learning Systems

Dropout injection at test time for post hoc uncertainty quantification in neural networks

Giorgio Fumera Information

University

Position

Associate Professor of Computer Engineering

Citations(all)

6627

Citations(since 2020)

2876

Cited By

4980

hIndex(all)

45

hIndex(since 2020)

29

i10Index(all)

84

i10Index(since 2020)

56

Email

University Profile Page

Università degli Studi di Cagliari

Google Scholar

View Google Scholar Profile

Giorgio Fumera Skills & Research Interests

Statistical pattern recognition

Ensemble methods

Adversarial machine learning

Uncertainty quantification

Intelligent video s

Top articles of Giorgio Fumera

Title

Journal

Author(s)

Publication Date

Microwave Medical Imaging of the Human Neck using a Neural-Networks-Based Inversion Procedure: A Phantom Study

Chiara Dachena

Alessandro Fedeli

Alessandro Fanti

Matteo B Lodi

Giorgio Fumera

...

2023/3/26

Human-in-the-loop cross-domain person re-identification

Expert Systems with Applications

Rita Delussu

Lorenzo Putzu

Giorgio Fumera

2023/9/15

Adversarial Attacks Against Uncertainty Quantification

Emanuele Ledda

Daniele Angioni

Giorgio Piras

Giorgio Fumera

Battista Biggio

...

2023

Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks

Rita Delussu

Lorenzo Putzu

Emanuele Ledda

Giorgio Fumera

2023/9/11

BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting

Emanuele Ledda

Rita Delussu

Lorenzo Putzu

Giorgio Fumera

Fabio Roli

2023/9/5

Specialise to Generalise: The Person Re-identification Case

Lorenzo Putzu

Andrea Loddo

Rita Delussu

Giorgio Fumera

2023/9/5

Evaluation of Robustness Metrics for Defense of Machine Learning Systems

J DeMarchi

R Rijken

J Melrose

B Madahar

G Fumera

...

2023/5/16

Dropout injection at test time for post hoc uncertainty quantification in neural networks

Information Sciences

Emanuele Ledda

Giorgio Fumera

Fabio Roli

2023/10/1

Scene-specific crowd counting using synthetic training images

Pattern Recognition

Rita Delussu

Lorenzo Putzu

Giorgio Fumera

2022/4/1

A Microwave Imaging Technique Based on Artificial Neural Networks for Neck Tumors Detection

Chiara Dachena

Alessandro Fedeli

Alessandro Fanti

Matteo B Lodi

Giorgio Fumera

...

2022/3/27

A robust SVM color-based food segmentation algorithm for the production process of a traditional Carasau bread

IEEE Access

Katiuscia Mannaro

Matteo Baire

Alessandro Fanti

Matteo Bruno Lodi

Luca Didaci

...

2022/1/27

On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models

Rita Delussu

Lorenzo Putzu

Giorgio Fumera

2022/8/1

Trustworthy AI in Video Surveillance: The IMMAGINA Project

Emanuele Ledda

Lorenzo Putzu

Rita Delussu

Giorgio Fumera

Fabio Roli

2022

Initial experimental tests of an ANN-based microwave imaging technique for neck diagnostics

IEEE Microwave and Wireless Components Letters

Chiara Dachena

Alessandro Fedeli

Alessandro Fanti

Matteo B Lodi

Giorgio Fumera

...

2022/8/8

On the evaluation of video-based crowd counting models

Emanuele Ledda

Lorenzo Putzu

Rita Delussu

Giorgio Fumera

Fabio Roli

2022/5/15

Microwave Tomography of the Neck with ANNs: Preliminary Results with Simplified Numerical Phantoms

Chiara Dachena

Alessandro Fedeli

Matteo Pastorino

Andrea Randazzo

Alessandro Fanti

...

2021/8/24

Online domain adaptation for person re-identification with a human in the loop

Rita Delussu

Lorenzo Putzu

Giorgio Fumera

Fabio Roli

2021/1/10

Automatic Myelofibrosis Grading from Silver-Stained Images

Lorenzo Putzu

Maxim Untesco

Giorgio Fumera

2021

How realistic should synthetic images be for training crowd counting models?

Emanuele Ledda

Lorenzo Putzu

Rita Delussu

Andrea Loddo

Giorgio Fumera

2021

Microwave imaging of the neck by means of artificial neural networks for tumor detection

IEEE Open Journal of Antennas and Propagation

Chiara Dachena

Alessandro Fedeli

Alessandro Fanti

Matteo Bruno Lodi

Giorgio Fumera

...

2021/10/19

See List of Professors in Giorgio Fumera University(Università degli Studi di Cagliari)