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Visual Interaction Including Biometrics Information for a Socially Assistive Robotic Platform

Articolo
Data di Pubblicazione:
2015
Abstract:
This work introduces biometrics as a way to improve human-robot interaction. In particular, gender and age estimation algorithms are used to provide awareness of the user biometrics to a humanoid robot (Aldebaran NAO), in order to properly react with a specific gender/age behavior. The system can also manage multiple persons at the same time, recognizing the age and gender of each participant. All the estimation algorithms employed have been validated through a k-fold test and successively practically tested in a real human-robot interaction environment, allowing for a better natural interaction. Our system is able to work at a frame rate of 13 fps with 640×480 images taken from NAO's embedded camera. The proposed application is well-suited for all assisted environments that consider the presence of a socially assistive robot like therapy with disable people, dementia, post-stroke rehabilitation, Alzheimer disease or autism.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
socially assistive robot; assistive technology; biometrics
Elenco autori:
Cazzato, Dario; DEL COCO, Marco; Distante, Cosimo; Leo, Marco; Carcagni', Pierluigi
Autori di Ateneo:
CARCAGNI' PIERLUIGI
DEL COCO MARCO
DISTANTE COSIMO
LEO MARCO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/302301
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