Weakly Supervised Attended Object Detection Using Gaze Data as Annotations. - Michele Mazzamuto; Francesco Ragusa; Antonino Furnari; Giovanni Signorello; Giovanni Maria Farinella (ICIAP (2), 2022)

A Wearable Device Application for Human-Object Interactions Detection. - Michele Mazzamuto; Francesco Ragusa; Alessandro Resta; Giovanni Maria Farinella; Antonino Furnari (VISIGRAPP (4: VISAPP), 2023)

ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios. - Francesco Ragusa; Rosario Leonardi; Michele Mazzamuto; Claudia Bonanno; Rosario Scavo; Antonino Furnari; Giovanni Maria Farinella (CoRR, 2023)

VALUE: Visual Analysis for Location and Understanding of Environment. - Michele Mazzamuto; Daniele Di Mauro; Francesco Ragusa; Irene D'Ambra; Andrea Sciuto; Angelo Aiello; Flavio Licandro; Ignazio Infantino; Antonino Furnari; Giovanni Signorello; Giovanni Maria Farinella (MetroXRAINE, 2024)

A Mixed Reality Application to Help Impaired People Rehabilitate Outside Clinical Environments. - Michele Mazzamuto; Francesco Ragusa; Antonino Furnari; Irene D'Ambra; Antonia Guarriera; Armando Sorbello; Giovanni Maria Farinella (MetroXRAINE, 2024)

World-Map Misalignment Detection for Visual Navigation Systems. - Rosario Forte; Michele Mazzamuto; Francesco Ragusa; Giovanni Maria Farinella; Antonino Furnari (VISIGRAPP (4): VISAPP, 2024)

ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios. - Francesco Ragusa; Rosario Leonardi; Michele Mazzamuto; Claudia Bonanno; Rosario Scavo; Antonino Furnari; Giovanni Maria Farinella (WACV, 2024)

Eyes Wide Unshut: Unsupervised Mistake Detection in Egocentric Video by Detecting Unpredictable Gaze. - Michele Mazzamuto; Antonino Furnari; Giovanni Maria Farinella (CoRR, 2024)

Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision. - Michele Mazzamuto; Francesco Ragusa; Antonino Furnari; Giovanni Maria Farinella (ACM Journal on Computing and Cultural Heritage, 2024)

Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities. - Michele Mazzamuto; Antonino Furnari; Yoichi Sato 001; Giovanni Maria Farinella (CVPR, 2025)

A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains. - Antonio Finocchiaro; Alessandro Sebastiano Catinello; Michele Mazzamuto; Rosario Leonardi; Antonino Furnari; Giovanni Maria Farinella (CoRR, 2025)