The MOBOT Platform - Showcasing Multimodality in Human-Assistive Robot Interaction

被引:8
|
作者
Efthimiou, Eleni [1 ]
Fotinea, Stavroula-Evita [1 ]
Goulas, Theodore [1 ]
Dimou, Athanasia-Lida [1 ]
Koutsombogera, Maria [1 ]
Pitsikalis, Vassilis [2 ]
Maragos, Petros [2 ]
Tzafestas, Costas [2 ]
机构
[1] ATHENA RC, Inst Language & Speech Processing, Athens, Greece
[2] NTUA, Inst Commun & Comp Systems, Athens, Greece
关键词
Multisensory data; Multimodal semantics; Multimodal annotation scheme; Multimodal HRI model; Multimodal human-robot communication; Natural HRI;
D O I
10.1007/978-3-319-40244-4_37
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Acquisition and annotation of a multimodal-multisensory data set of human-passive rollator-carer interactions have enabled the analysis of related human behavioural patterns and the definition of the MOBOT human-robot communication model. The MOBOT project has envisioned the development of cognitive robotic assistant prototypes that act proactively, adaptively and interactively with respect to elderly humans with slight walking and cognitive difficulties. To meet the project's goals, a multimodal action recognition system is being developed to monitor, analyse and predict user actions with a high level of accuracy and detail. In the same framework, the analysis of human behaviour data that have become available through the project's multimodal-multisensory corpus, have led to the modelling of Human-Robot Communication in order to achieve an effective, natural interaction between users and the assistive robotic platform. Here, we discuss how the project's communication model has been integrated in the robotic platform in order to support a natural multimodal human-robot interaction.
引用
收藏
页码:382 / 391
页数:10
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