Search Results for author: Giovanni Signorello

Found 4 papers, 1 papers with code

Weakly Supervised Attended Object Detection Using Gaze Data as Annotations

no code implementations14 Apr 2022 Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella

Since labeling large amounts of data to train a standard object detector is expensive in terms of costs and time, we propose a weakly supervised version of the task which leans only on gaze data and a frame-level label indicating the class of the attended object.

Object object-detection +1

EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision

no code implementations3 Feb 2020 Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella

Equipping visitors of a cultural site with a wearable device allows to easily collect information about their preferences which can be exploited to improve the fruition of cultural goods with augmented reality.

Object Recognition Retrieval

Egocentric Visitors Localization in Cultural Sites

no code implementations10 Apr 2019 Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella

We consider the problem of localizing visitors in a cultural site from egocentric (first person) images.

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