DocumentCode
3001182
Title
A method for fast fall detection based on intelligent space
Author
Huang, Bin ; Tian, Guohui ; Wu, Hao
Author_Institution
Sch. of Control Sci. & Eng., Shandong Univ., Jinan
fYear
2008
fDate
1-3 Sept. 2008
Firstpage
2260
Lastpage
2265
Abstract
This paper proposes a new approach to detect the falling of the elderly based on intelligent space. The system can recognize the falling action by use of multi-sensor information in intelligent space. The detection system uses the image processing system to process images which captured from camera. After the silhouettes are obtained, we extract features that recognition falling needs. The surroundings and personal information is combined into the system and makes it smarter by customizing the system for each individual. With the surroundings and personal information such as height, weight, and electronic health history, we can adjust the detection sensitivity to reduce unnecessary alarms, and improve the systempsilas performance in detecting falling. Experimental results show that this method is practicable for the elderly falling detection.
Keywords
feature extraction; home automation; image recognition; service robots; fall detection; falling action recognition; feature extraction; home service robot; image processing system; intelligent space; multisensor information; Computational intelligence; Data mining; Feature extraction; Image processing; Intelligent actuators; Intelligent sensors; Senior citizens; Smart cameras; Space technology; System performance; Falling Recognition; Image Processing; intelligent space;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-2502-0
Electronic_ISBN
978-1-4244-2503-7
Type
conf
DOI
10.1109/ICAL.2008.4636542
Filename
4636542
Link To Document