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