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使用图形化智能环境模拟工具创建模拟活动数据集。

The creation of simulated activity datasets using a graphical intelligent environment simulation tool.

作者信息

Synnott J, Chen L, Nugent C D, Moore G

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:4143-6. doi: 10.1109/EMBC.2014.6944536.

Abstract

The availability of datasets capturing the performance of activities of daily living is limited by difficulties associated with the collection of such data. Software solutions can mitigate these limitations, providing researchers with the ability to rapidly generate simulated data. This paper describes the use of IE Sim to create a simulated intelligent environment within which activities of daily living can be performed using a virtual avatar. IE Sim has been demonstrated to facilitate the generation of datasets capturing normal activity performance in addition to overlapping activities and abnormal activities such as hazardous scenarios.

摘要

捕捉日常生活活动表现的数据集的可用性受到与收集此类数据相关的困难的限制。软件解决方案可以减轻这些限制,使研究人员能够快速生成模拟数据。本文描述了使用IE Sim创建一个模拟智能环境,在其中可以使用虚拟化身来执行日常生活活动。IE Sim已被证明有助于生成捕捉正常活动表现以及重叠活动和异常活动(如危险场景)的数据集。

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