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Poster abstract: KinSpace: to provide fall prevention using kinect

Title
Poster abstract: KinSpace: to provide fall prevention using kinect
Authors
Greenwood, ChirsNirjon, ShahriarStankovic, John A.Yoon, Hee JungRa, Ho-KyeongPark, TaejoonSon, Sang Hyuk
DGIST Authors
Yoon, Hee Jung; Ra, Ho-Kyeong; Park, Taejoon; Son, Sang Hyuk
Issue Date
2013
Citation
11th ACM Conference on Embedded Networked Sensor Systems, SenSys 2013
Type
Conference
Article Type
Conference Paper
ISBN
9780000000000
Abstract
Falls are a significant problem for the elderly living independently in the home. Many falls occur due to household objects left in open spaces. We present KinSpace, a system that uses real-time depth data and human-in-the-loop feedback to adjust its understanding of the open space of an environment. We present results showing the effectiveness of our underlying technical solutions in identifying open spaces and obstacles. The results for both lab testing and a small deployment in an actual home show over 80% accuracy for open space detection and 70% accuracy in obstacle detection even in the presence of many real world issues.
URI
http://hdl.handle.net/20.500.11750/3832
DOI
10.1145/2517351.2517438
Publisher
Association for Computing Machinery
Related Researcher
  • Author Son, Sang Hyuk RTCPS(Real-Time Cyber-Physical Systems) Lab
  • Research Interests Real-time system; Wireless sensor network; Cyber-physical system; Data and event service; Information security; 실시간 임베디드 시스템
Files:
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Collection:
Department of Information and Communication EngineeringRTCPS(Real-Time Cyber-Physical Systems) Lab2. Conference Papers


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