Clothes Change Detection Using the Kinect Sensor

被引：0
|
作者：
Sgouropoulos, Dimitrios [1 ]
Giannakopoulos, Theodoros [1 ]
Petridis, Sergios [1 ]
Perantonis, Stavros [1 ]
Korakis, Antonis [1 ]
机构：
[1] Natl Ctr Sci Res Demokritos, Inst Informat & Telecommun, CIL, Athens 15310, Greece
来源：
2014 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MULTIMEDIA APPLICATIONS (SIGMAP) | 2014年
关键词：
Kinect; Clothes Change Detection; Activities of Daily Living; PARTS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
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.
引用
收藏
页码：85 / 89
页数：5
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