142 citations · 449 across the 12 of their papers we have counts for
23 papers
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training
Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella
Object detection algorithms allow to enable many interesting applications which can be implemented in different devices, such as smartphones and wearable devices. In the context of…
Visual Object Tracking in First Person Vision
Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella +1
The understanding of human-object interactions is fundamental in First Person Vision (FPV). Visual tracking algorithms which follow the objects manipulated by the camera wearer can…
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations
Michele Mazzamuto, Francesco Ragusa, Antonino Furnari +2
We consider the problem of detecting and recognizing the objects observed by visitors (i.e., attended objects) in cultural sites from egocentric vision. A standard approach to the…
Panoptic Segmentation using Synthetic and Real Data
Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari +1
Being able to understand the relations between the user and the surrounding environment is instrumental to assist users in a worksite. For instance, understanding which objects a u…
Egocentric Human-Object Interaction Detection Exploiting Synthetic Data
Rosario Leonardi, Francesco Ragusa, Antonino Furnari +1
We consider the problem of detecting Egocentric HumanObject Interactions (EHOIs) in industrial contexts. Since collecting and labeling large amounts of real images is challenging,…
Untrimmed Action Anticipation
Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis +1
Egocentric action anticipation consists in predicting a future action the camera wearer will perform from egocentric video. While the task has recently attracted the attention of t…