5 papers
ENIGMA-360: An Ego-Exo Dataset for Human Behavior Understanding in Industrial Scenarios
Francesco Ragusa, Rosario Leonardi, Michele Mazzamuto +6
Understanding human behavior from complementary egocentric (ego) and exocentric (exo) points of view enables the development of systems that can support workers in industrial envir…
ProSkill: Segment-Level Skill Assessment in Procedural Videos
Michele Mazzamuto, Daniele Di Mauro, Gianpiero Francesca +2
Skill assessment in procedural videos is crucial for the objective evaluation of human performance in settings such as manufacturing and procedural daily tasks. Current research on…
Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance
Francesco Ragusa, Michele Mazzamuto, Rosario Forte +5
We present Ego-EXTRA, a video-language Egocentric Dataset for EXpert-TRAinee assistance. Ego-EXTRA features 50 hours of unscripted egocentric videos of subjects performing procedur…
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains
Antonio Finocchiaro, Alessandro Sebastiano Catinello, Michele Mazzamuto +3
Hand-object interaction detection remains an open challenge in real-time applications, where intuitive user experiences depend on fast and accurate detection of interactions with s…
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
Michele Mazzamuto, Antonino Furnari, Yoichi Sato +1
We address the challenge of unsupervised mistake detection in egocentric video of skilled human activities through the analysis of gaze signals. While traditional methods rely on m…