See Where I am Looking at: Perceiving Gaze Cues With a NAO Robot

Gaze is an important nonverbal cue in human - human communication, for example, in communicating direction of attention. Therefore, presumably being able to understand and provide gaze cues is an important aspect in robot's interactive behavior. While there is considerable progress, as regards the design of social gaze cues for robots, there is little that has been done to examine the ability of humans to read and accept help signals from a robot's gaze. In this study, we examine how people perceive gaze cues and head angles directed towards different target positions on a table when human and NAO robot are sitting against each other as in board game scenarios. From the results, we show that when the head pitch angle is higher (24±2) and the depth is less, approximately 20 cm from the robot, participants detected the positions with good accuracy. Unexpectedly, the locations on the left of the robot were detected with lower accuracy. In conclusion, we discuss the implications of this research for design of interaction settings between human and a robot that is intended for social and educational support.

[1]  A. Kendon Some functions of gaze-direction in social interaction. , 1967, Acta psychologica.

[2]  Takayuki Kanda,et al.  Nonverbal leakage in robots: Communication of intentions through seemingly unintentional behavior , 2009, 2009 4th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[3]  C. Kleinke Gaze and eye contact: a research review. , 1986, Psychological bulletin.

[4]  Frank Broz,et al.  Gaze in HRI: From modeling to communication , 2012, 2012 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[5]  Masahiko Inami,et al.  Measuring Gaze Direction Perception Capability of Humans to Design Human Centered Communication Systems , 2006, Presence: Teleoperators & Virtual Environments.

[6]  N. Emery,et al.  The eyes have it: the neuroethology, function and evolution of social gaze , 2000, Neuroscience & Biobehavioral Reviews.

[7]  Anton Nijholt,et al.  Eye gaze patterns in conversations: there is more to conversational agents than meets the eyes , 2001, CHI.

[8]  Emilia I. Barakova,et al.  Long‐term LEGO therapy with humanoid robot for children with ASD , 2015, Expert Syst. J. Knowl. Eng..

[9]  Brian Scassellati,et al.  Are you looking at me? Perception of robot attention is mediated by gaze type and group size , 2013, 2013 8th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[10]  Yuichiro Yoshikawa,et al.  Responsive Robot Gaze to Interaction Partner , 2006, Robotics: Science and Systems.

[11]  Emilia I. Barakova,et al.  Communicating emotions and mental states to robots in a real time parallel framework using Laban movement analysis , 2010, Robotics Auton. Syst..

[12]  Raymond H. Cuijpers,et al.  Region of Eye Contact of Humanoid Nao Robot Is Similar to That of a Human , 2013, ICSR.