Detecting the presence of people in a room using motion detection

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Detecting the presence of people in a room using motion detection

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dc.contributor.author Granath, Linus
dc.contributor.author Strid, Andreas
dc.date.accessioned 2017-04-04T09:38:21Z
dc.date.available 2017-04-04T09:38:21Z
dc.date.issued 2016 en_US
dc.identifier.uri http://hdl.handle.net/2043/22441
dc.description.abstract Companies face a problem where employees reserve rooms and do not show up, which leadsto money and resources loss for the companies. An application capable of detecting thepresence of people in a room could solve this problem.This thesis details the process of building an Android application capable of detectingthe presence of people in a static room using motion detection. The application wasdeveloped through a five-staged process and evaluated by performing experiments whichmeasured the accuracy of the application.The finished application is installed on a Sony Xperia M4 Aqua device which is mountedhigh up on a wall in a conference room where the application takes images of the room. Theapplication is connected to a Google Drive account where the application uploads acquiredimages with an appropriate label. The application achieved an accuracy of 94.18% in anexperiment where 550 images where taken automatically by the application in differentconference rooms with and without people inside them en_US
dc.format.extent 45 en_US
dc.language.iso swe en_US
dc.publisher Malmö högskola/Teknik och samhälle en_US
dc.subject iot en_US
dc.subject motion detection en_US
dc.subject opencv en_US
dc.subject image processing en_US
dc.subject cloud storage en_US
dc.title Detecting the presence of people in a room using motion detection en_US
dc.type M2 en_US
dc.setspec.uppsok Technology en_US
dcterms.relation.coopPublic Sony Mobile Communication
mahlocal.xprt.faculty2019 TS
mahlocal.xprt.institution2019 TS
mahlocal.xprt.program Datateknik och mobil IT
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