DocumentCode :
3136176
Title :
Proposal of an Awakening Behavior Detection System for Medical Use and Adaptation for Fluctuation of the Brightness Quantity with Infrared Camera Device Kinect
Author :
Takeda, F.
Author_Institution :
Kochi Univ. of Technol., Kami, Japan
fYear :
2013
fDate :
2-5 Dec. 2013
Firstpage :
714
Lastpage :
719
Abstract :
Recently, accidents such that seniors fall down from the bed in care facilities or hospitals are increased. To prevent these accidents, we have developed the awakening behavior detection system using Neural Network. However, fluctuation of brightness quantity in the capturing environment sometimes makes decrease the detection capability. Therefore, to decrease the influence of the quantity, we newly introduce an infrared camera device Kinect to the proposed system in order to detect clear shape of the human´s behavior despite of the fluctuation of the brightness. Finally, we show the effectiveness of the infrared camera image from Kinect on the detection capability by the experiments.
Keywords :
brightness; cameras; health care; hospitals; image sensors; infrared detectors; medical image processing; neural nets; shape recognition; awakening behavior detection system; brightness quantity fluctuation; care facilities; clear shape detection; detection capability; human behavior; infrared camera device Kinect; infrared camera image; medical use; neural network; Artificial neural networks; Brightness; Cameras; Color; Feature extraction; Fluctuations; Safety; Depth Image; Detective capability; Fluctuation of the brightness; Human´s behavior; Kinect;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal-Image Technology & Internet-Based Systems (SITIS), 2013 International Conference on
Conference_Location :
Kyoto
Type :
conf
DOI :
10.1109/SITIS.2013.116
Filename :
6727266
Link To Document :
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