Imperial College London

Professor Yiannis Demiris

Faculty of EngineeringDepartment of Electrical and Electronic Engineering

Professor of Human-Centred Robotics, Head of ISN
 
 
 
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Contact

 

+44 (0)20 7594 6300y.demiris Website

 
 
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Location

 

1014Electrical EngineeringSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@article{Ognibene:2013:3/035002,
author = {Ognibene, D and Chinellato, E and Sarabia, M and Demiris, Y},
doi = {3/035002},
journal = {Bioinspiration & Biomimetics},
title = {Contextual action recognition and target localization with an active allocation of attention on a humanoid robot},
url = {http://dx.doi.org/10.1088/1748-3182/8/3/035002},
volume = {8},
year = {2013}
}

RIS format (EndNote, RefMan)

TY  - JOUR
AB - Exploratory gaze movements are fundamental for gathering the most relevant information regarding the partner during social interactions. Inspired by the cognitive mechanisms underlying human social behaviour, we have designed and implemented a system for a dynamic attention allocation which is able to actively control gaze movements during a visual action recognition task exploiting its own action execution predictions. Our humanoid robot is able, during the observation of a partner's reaching movement, to contextually estimate the goal position of the partner's hand and the location in space of the candidate targets. This is done while actively gazing around the environment, with the purpose of optimizing the gathering of information relevant for the task. Experimental results on a simulated environment show that active gaze control, based on the internal simulation of actions, provides a relevant advantage with respect to other action perception approaches, both in terms of estimation precision and of time required to recognize an action. Moreover, our model reproduces and extends some experimental results on human attention during an action perception.
AU - Ognibene,D
AU - Chinellato,E
AU - Sarabia,M
AU - Demiris,Y
DO - 3/035002
PY - 2013///
TI - Contextual action recognition and target localization with an active allocation of attention on a humanoid robot
T2 - Bioinspiration & Biomimetics
UR - http://dx.doi.org/10.1088/1748-3182/8/3/035002
UR - http://hdl.handle.net/10044/1/18613
VL - 8
ER -