Detection of aberrant behaviour in home environments from video sequence

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00180370" target="_blank" >RIV/68407700:21230/10:00180370 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1007/s12243-010-0179-x" target="_blank" >http://dx.doi.org/10.1007/s12243-010-0179-x</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s12243-010-0179-x" target="_blank" >10.1007/s12243-010-0179-x</a>

Result language

angličtina

Original language name

Detection of aberrant behaviour in home environments from video sequence

Original language description

We introduce an application for the detection of aberrant behaviour within home based environments, with a focus on repetitive actions, which may be present in instance of persons suffering from dementia. Video based analysis has been used to detect themotion of a person within a given scene in addition to tracking them over the time. Detection of repetitive actions has been based on the analysis of a person's trajectory using the principles of signal correlation. Along with the ability to detect repetitive motion the developed approach also has the ability to measure the amount of activity/inactivity within the scene during a given period of time. Our results showed that the developed approach had the ability to detect all patterns in the data set examined with an average accuracy of 96.67%. This work has therefore validated the proposed concept of video based analysis for the detection of repetitive activities.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JD - Use of computers, robotics and its application

OECD FORD branch

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Project

<a href="/en/project/1M0567" target="_blank" >1M0567: Centre for Applied Cybernetics</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2010

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Annals of Telecommunications

ISSN

0003-4347

e-ISSN

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Volume of the periodical

65

Issue of the periodical within the volume

9-10

Country of publishing house

FR - FRANCE

Number of pages

11

Pages from-to

571-581

UT code for WoS article

000282178600010

EID of the result in the Scopus database

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