Nicola Scarano
Boundary Conditions for Human Gaze Estimation on A Social Robot: Evaluation of the State-of-the-Art Models and Implementation of Joint Attention Mechanism.
Rel. Andrea Bottino. Politecnico di Torino, Corso di laurea magistrale in Data Science And Engineering, 2023
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Abstract
Humans are highly effective collaborators, able to quickly coordinate with each other, often without the need for detailed guidance or instructions. This is because they can rely on a variety of communication cues to guide interactions, both explicit, such as gestures or words, and implicit, namely gaze. Gaze is a powerful nonverbal communication cue in humans and can contain different types of information: interest, engagement, and attention in social interactions are just a few. Social robotics is a discipline that focuses on building robots with strong communication capabilities that are able to interact with each other, with humans, and with the surrounding environment.
These particular types of robots can derive tremendous benefits from the ability to recognize the line of sight of their human partners
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