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
http://eprints.utm.my/id/eprint/40635/
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Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.40635
record_format eprints
spelling my.utm.406352017-07-11T04:43:42Z http://eprints.utm.my/id/eprint/40635/ Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV) 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 NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/40635/5/ChangSyLuenMFKE2013.pdf Chang, Sy Luen (2013) Digital image stabilization for vibration reduction of videos captured from Unmanned Aerial Vehicle (UAV). Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
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
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)
publishDate 2013
url http://eprints.utm.my/id/eprint/40635/5/ChangSyLuenMFKE2013.pdf
http://eprints.utm.my/id/eprint/40635/
_version_ 1643650516713996288

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