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首页> 外文期刊>Journal of medical systems >Monitoring of medication intake using a camera system.
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Monitoring of medication intake using a camera system.

机译:使用摄像头系统监控用药情况。

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摘要

This paper presents a computer vision system for monitoring medication intake in the context of home care services. We use a method based on color and shape to detect the body parts and the medication bottles. Color is used for skin detection, and the shape is used to distinguish the face from the hands and to differentiate bottles of medicine. To track these objects, we use a method based on color histograms, Hu moments, and edges. For the recognition of medication intake, we use a Petri network and event recognition. Our method has an accuracy of more than 75% and allows the detection of the medication intake in various scenarios where the user is cooperative.
机译:本文提出了一种计算机视觉系统,用于在家庭护理服务环境下监控药物摄入。我们使用一种基于颜色和形状的方法来检测身体部位和药物瓶。颜色用于皮肤检测,形状用于区分手和脸并区分药品瓶。为了跟踪这些对象,我们使用了一种基于颜色直方图,Hu矩和边缘的方法。对于药物摄入量的识别,我们使用陪替氏网络和事件识别。我们的方法具有超过75%的准确性,并允许在用户合作的各种情况下检测药物摄入。

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