基于物联网无线标签的膳食信息采集系统的设计与实现

Kohei Kaiya, A. Koyama
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引用次数: 9

摘要

近年来,由于缺乏锻炼、暴饮暴食、压力过大和吸烟,患有与生活方式有关疾病的人越来越多。在这种情况下,支持健康生活的个人电脑(PC)或智能手机的应用越来越广泛。谈到处理膳食信息的系统,有两种类型的系统。一是用餐记录是手工输入的,并作为用餐日志进行管理。另一种是通过智能手机拍摄用餐图像,通过图像识别记录用餐内容。然而,这些系统需要大量的时间来输入食物内容或拍摄食物图像。因此,很难继续使用。此外,第二种系统在图像识别的准确性方面存在问题。为了解决这些问题,本文提出了一种利用物联网无线标签的餐饮信息采集系统。物联网无线标签与一顿饭相对应,系统可以自动获取用餐内容、用餐顺序、用餐时间等用餐信息。实现了餐饮信息采集系统,实现了其他系统无法实现的各种信息的自动采集和获取。从采集精度的评价结果和与常规系统的比较,验证了系统的有效性。
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Design and Implementation of Meal Information Collection System Using IoT Wireless Tags
In recent years, people with lifestyle-related diseases are increasing, because of lack of exercise, overeating, stress and smoking. With this situation, applications of Personal Computer (PC) or smart phone which support healthy life are widespread. Turning to the system dealing with meal information, there are two type systems. One is that meal records are inputted by hand and managed as meal logs. Another one is that a meal image is shot by a smart phone, and meal contents are recorded by image recognition. However, these systems need a lot of time for inputting of meal contents or shooting of meal images. Therefore, it is difficult to continue use. Moreover, the second system has a problem for accuracy of image recognition. In this paper, to solve these problems, we propose a meal information collection system which uses IoT wireless tags. An IoT wireless tag is corresponded to a meal and the system can automatically get meal information such as meal contents, meal sequence, meal time and so on. We implemented the meal information collection system which aims automatic collection and getting of various information which do not get at other systems. From the evaluation results of collection accuracy and comparison with conventional systems, we verified effectiveness of the proposed system.
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