基于Kinect传感器的儿童发脾气行为分析

Xiaoyi Yu, Lingyi Wu, Qingfeng Liu, Han Zhou
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引用次数: 24

摘要

发脾气对孩子的成长有不良影响。及时为医生提供有效可靠的数据,发现儿童的异常行为是非常重要的。视频中的儿童行为分析已经提出了帮助;然而,目前的实施仍然存在三个挑战:看护者的态度,视频收集和分析,证明其有效性的方法。在本文中,我们提出了一个原型系统,其中我们利用医学知识,基于问卷的态度调查和基于Kinect的行为分析算法来解决这些问题。为了评估系统的有效性,我们还设计了一份问卷对医生进行访谈并分析反馈结果。
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Children tantrum behaviour analysis based on Kinect sensor
Tantrums exerts bad impact on children growth. It is very important to provide doctors with valid and reliable data in time to discover the abnormal behaviors of children. Children behavior analysis in video has been proposed to help; however, there are still three challenges of current implementations: caregivers' attitudes, video collecting and analysis, approaches to prove their effectiveness. In this paper we propose a prototype system, in which we exploit medical knowledge, questionnaire based attitudes investigation and Kinect based behavior analysis algorithm to address those problems. To assess the effectiveness of our system, we also design a questionnaire to interview the doctor and analyze the feedback result.
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