DocumentCode :
1796592
Title :
Development of Leaving-bed Detection System to Prevent Midnight Prowl
Author :
Takahashi, Y. ; Kitazono, Yuhki ; Nakashima, S.
Author_Institution :
Kitakyushu Nat. Coll. of Technol., Kitakyushu, Japan
fYear :
2014
fDate :
June 30 2014-July 2 2014
Firstpage :
1
Lastpage :
6
Abstract :
In this study, we developed Leaving-bed Detection System to Prevent Midnight Prowl and checked the operation of the system constructed. First, installed the camera on the ceiling, get depth information in the field of view, and also get background´s depth information. The detection of human get up was performed by taking the difference between the depth and the current depth of the background. Converted into numeric depth information a distance from the camera to be retrieved as a string, and obtains the height of the object from the difference between them. Take a threshold value than the height that was acquired to detect anything more than a certain height, and also in after removing those narrow areas coordinates from the coordinates, and performs the tracking to obtain the center coordinates of the target. However, in view of the error occurring in the case of detecting a plurality of persons, human tracking is performed after the extraction of the target person by labeling process. We went from the center point when the track is interrupted the entry and exit detection.
Keywords :
image sensors; object detection; labeling process; leaving-bed detection system development; midnight prowl prevention; numeric depth information; Cameras; Educational institutions; Filtering; Labeling; Noise; Senior citizens; Target tracking; Depth information; Sensor; Welfare;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2014 15th IEEE/ACIS International Conference on
Conference_Location :
Las Vegas, NV
Type :
conf
DOI :
10.1109/SNPD.2014.6888740
Filename :
6888740
Link To Document :
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