Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)

Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)

The purpose of this project is to study and investigate possible methods to reduce the vibration of videos captured using the unmanned aerial vehicles (UAV) using digital stabilization. The digital stabilization is divided into three modules, image registration or motion acquisition, motion vector e...

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Main Author: Chang, Sy Luen
Format: Thesis
Language:English
Published: 2013
Subjects:
TK7885-7895 Computer engineer
Computer hardware
Online Access:http://eprints.utm.my/id/eprint/40635/5/ChangSyLuenMFKE2013.pdf
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id my-utm-ep.40635
record_format uketd_dc
spelling my-utm-ep.406352017-07-11T04:43:42Z Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV) 2013-06 Chang, Sy Luen TK7885-7895 Computer engineer. Computer hardware The purpose of this project is to study and investigate possible methods to reduce the vibration of videos captured using the unmanned aerial vehicles (UAV) using digital stabilization. The digital stabilization is divided into three modules, image registration or motion acquisition, motion vector estimation and motion vector compensation. In this project we propose to obtain the image registration using an enhance Block Matching Algorithm, and using a local temporal Gaussian filter as the vector compensation. This matching gives us a good result in terms of the computational speed and the image stabilization 2013-06 Thesis http://eprints.utm.my/id/eprint/40635/ http://eprints.utm.my/id/eprint/40635/5/ChangSyLuenMFKE2013.pdf application/pdf en public masters Universiti Teknologi Malaysia, Faculty of Electrical Engineering Faculty of Electrical Engineering
institution Universiti Teknologi Malaysia
collection UTM Institutional Repository
language English
topic TK7885-7895 Computer engineer
Computer hardware
spellingShingle TK7885-7895 Computer engineer
Computer hardware
Chang, Sy Luen
Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)
description The purpose of this project is to study and investigate possible methods to reduce the vibration of videos captured using the unmanned aerial vehicles (UAV) using digital stabilization. The digital stabilization is divided into three modules, image registration or motion acquisition, motion vector estimation and motion vector compensation. In this project we propose to obtain the image registration using an enhance Block Matching Algorithm, and using a local temporal Gaussian filter as the vector compensation. This matching gives us a good result in terms of the computational speed and the image stabilization
format Thesis
qualification_level Master's degree
author Chang, Sy Luen
author_facet Chang, Sy Luen
author_sort Chang, Sy Luen
title Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)
title_short Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)
title_full Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)
title_fullStr Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)
title_full_unstemmed Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV)
title_sort digital image stabilization for vibration reduction of videos captured from unmanned aerial vehicle (uav)
granting_institution Universiti Teknologi Malaysia, Faculty of Electrical Engineering
granting_department Faculty of Electrical Engineering
publishDate 2013
url http://eprints.utm.my/id/eprint/40635/5/ChangSyLuenMFKE2013.pdf
_version_ 1747816566479650816

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