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arXiv 1712.08084cs.HCcs.CV
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AVEID:用于测量痴呆症参与度的自动视频系统

AVEID: Automatic Video System for Measuring Engagement In Dementia

University of Glasgow(格拉斯哥大学)

Viral Parekh, Pin Sym Foong, Shendong Zhao, Ramanathan Subramanian

摘要:

参与痴呆症通常使用行为观察量表(BOS)进行测量,这些量表繁琐且涉及密集的体力劳动来注释,因此不容易扩展。我们提出了AVEID,一个低成本和易于使用的基于视频的参与测量工具,以确定参与程度的人与痴呆症(PwD)在数字互动。我们发现,通过AVEID计算的客观行为措施与流行的MPES和OME BOS的主观专家印象,确认其可行性和有效性。此外,AVEID措施可以获得各种参与设计,从而促进大规模的研究与PwD人群。

英文摘要:

Engagement in dementia is typically measured using behavior observational scales (BOS) that are tedious and involve intensive manual labor to annotate, and are therefore not easily scalable. We propose AVEID, a low cost and easy-to-use video-based engagement measurement tool to determine the engagement level of a person with dementia (PwD) during digital interaction. We show that the objective behavioral measures computed via AVEID correlate well with subjective expert impressions for the popular MPES and OME BOS, confirming its viability and effectiveness. Moreover, AVEID measures can be obtained for a variety of engagement designs, thereby facilitating large-scale studies with PwD populations.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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