DC Field | Value | Language |
---|---|---|
dc.contributor.author | Song, Kyu-Seob | ko |
dc.contributor.author | Nho, Young-Hoon | ko |
dc.contributor.author | Kwon, Dong-Soo | ko |
dc.date.accessioned | 2018-01-30T02:17:30Z | - |
dc.date.available | 2018-01-30T02:17:30Z | - |
dc.date.created | 2017-12-29 | - |
dc.date.created | 2017-12-29 | - |
dc.date.issued | 2017-07-25 | - |
dc.identifier.citation | 14th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), pp.161 - 164 | - |
dc.identifier.issn | 2325-033X | - |
dc.identifier.uri | http://hdl.handle.net/10203/237978 | - |
dc.description.abstract | This paper proposes a monitoring system to prevent falls from a bed. The position of patient on the bed is categorized as stable and unstable. The system has defined the unstable condition as the situation where a patient is lying on the edge of the bed. The patient was then observed using a thermal imagery camera. We extracted x-, and y-axis histograms that can be used as a feature, using this camera. We used the SVM (Support Vector Machine) to decide an optimal decision boundary and achieved an accuracy of 99.70%. | - |
dc.language | English | - |
dc.publisher | European Association for Artificial Intelligence (EurAI) | - |
dc.title | Histogram based fall prediction of patients using a thermal imagery camera | - |
dc.type | Conference | - |
dc.identifier.wosid | 000426976900035 | - |
dc.identifier.scopusid | 2-s2.0-85034224793 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 161 | - |
dc.citation.endingpage | 164 | - |
dc.citation.publicationname | 14th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) | - |
dc.identifier.conferencecountry | KO | - |
dc.identifier.conferencelocation | Maison Glad Jeju | - |
dc.identifier.doi | 10.1109/URAI.2017.7992700 | - |
dc.contributor.localauthor | Kwon, Dong-Soo | - |
dc.contributor.nonIdAuthor | Song, Kyu-Seob | - |
dc.contributor.nonIdAuthor | Nho, Young-Hoon | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.