283 citations · 682 across the 52 of their papers we have counts for
8 papers · 1 filter
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…
MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain
Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella
Wearable cameras allow to acquire images and videos from the user's perspective. These data can be processed to understand humans behavior. Despite human behavior analysis has been…
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…
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation
Marco Rosano, Antonino Furnari, Luigi Gulino +2
Navigating complex indoor environments requires a deep understanding of the space the robotic agent is acting into to correctly inform the navigation process of the agent towards t…