使用Kinect传感器检测衣服变化

2014 International Conference on Signal Processing and Multimedia Applications (SIGMAP) Pub Date : 2014-08-28 DOI:10.5220/0005001200850089

Dimitris Sgouropoulos, Theodoros Giannakopoulos, Sergios Petridis, S. Perantonis, Antonis Korakis

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引用次数: 13

摘要

本文描述了一种检测人是否换过衣服的方法。换衣服是日常生活的一项基本活动，这使得该方法在非合同不显眼的监测系统中对跟踪老年人的功能状态很有价值。我们的方法使用Kinect和OpenNI SDK，以及基本图像分析步骤的工作流程。在各种照明条件下对一组真实记录进行了评估，这些记录与拟议系统的源代码一起在http://users.iit.demokritos.gr/ tyianak/ClothesCode.html上公开提供。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Clothes change detection using the Kinect sensor

This paper describes a methodology for detecting when a human has changed clothes. Changing clothes is a basic activity of daily living which makes the methodology valuable for tracking the functional status of elderly people, in the context of a non-contract unobtrusive monitoring system. Our approach uses Kinect and the OpenNI SDK, along with a workflow of basic image analysis steps. Evaluation has been conducted on a set of real recordings under various illumination conditions, which is publicly available along with the source code of the proposed system at http://users.iit.demokritos.gr/ tyianak/ClothesCode.html.

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2014 International Conference on Signal Processing and Multimedia Applications (SIGMAP)

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