Gaze-Based Human-Robot Interaction by the Brunswick Model

被引:0
作者
Berra, Riccardo [1 ]
Setti, Francesco [1 ,3 ]
Cristani, Marco [1 ,2 ,3 ]
机构
[1] Univ Verona, Dept Comp Sci, Str Grazie 15, I-37134 Verona, Italy
[2] Ist Italiano Tecnol, PAVIS Pattern Anal & Comp Vis, Via Enrico Melen 83,Edificio B, I-16152 Genoa, Italy
[3] CNR, Inst Cognit Sci & Technol, Via Cascata 56C, I-38123 Trento, Italy
来源
IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT II | 2019年 / 11752卷
关键词
Human robot interaction; Machine learning; Social signal processing; Face detection; PERSONALITY; ATTENTION; BEHAVIOR;
D O I
10.1007/978-3-030-30645-8_47
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a new paradigm for human-robot interaction based on social signal processing, and in particular on the Brunswick model. Originally, the Brunswick model copes with face-to-face dyadic interaction, assuming that the interactants are communicating through a continuous exchange of non verbal social signals, in addition to the spoken messages. Social signals have to be interpreted, thanks to a proper recognition phase that considers visual and audio information. The Brunswick model allows to quantitatively evaluate the quality of the interaction using statistical tools which measure how effective is the recognition phase. In this paper we cast this theory when one of the interactants is a robot; in this case, the recognition phase performed by the robot and the human have to be revised w.r.t. the original model. The model is applied to Berrick, a recent open-source low-cost robotic head platform, where the gazing is the social signal to be considered.
引用
收藏
页码:511 / 521
页数:11
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