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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Publication Bachelor thesis
Title Detecting the presence of people in a room using motion detection
Author Granath, Linus ; Strid, Andreas
Date 2016
English 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
Publisher Malmö högskola/Teknik och samhälle
Pages 45
Language swe (iso)
Subject iot
motion detection
opencv
image processing
cloud storage
Handle http://hdl.handle.net/2043/22441 Permalink to this page
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