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Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching

Continuous monitoring the vegetation encroachment for high voltage transmission lines is challenging task for electrical distribution authorities. The enchroachment causes interruption which results in blackouts. It also endures great cost to the authorities for maintenance and damage compensation....

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Main Authors: Qayyum A., Malik A.S., Saad M.N.M., Iqbal M., Abdullah M.F., Abdullah T.A.R.B.T., Ramli A.Q.
Other Authors: 57211138712
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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id my.uniten.dspace-22411
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spelling my.uniten.dspace-224112023-05-29T14:00:49Z Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching Qayyum A. Malik A.S. Saad M.N.M. Iqbal M. Abdullah M.F. Abdullah T.A.R.B.T. Ramli A.Q. 57211138712 12800348400 56567441400 54386959400 57188825497 56594684600 35779000400 Continuous monitoring the vegetation encroachment for high voltage transmission lines is challenging task for electrical distribution authorities. The enchroachment causes interruption which results in blackouts. It also endures great cost to the authorities for maintenance and damage compensation. There are many methods available to monitor growth of vegetation near transmission line poles. However, these methods are constrained with time consumption and cost. In this paper,a new method based estimating 3D height/depth of vegetation or trees near transmission lines using satellite stereo vision is proposed. We have evaluated local methods of stereo matching using Quickbird Satellite stereo images and compare the performance of stereo matching cost functions in terms of processing speed and time. Results show that our proposed algorithm is faster and more accurate than the existing algorithm for disparity calculation. � 2014 IEEE. Final 2023-05-29T06:00:49Z 2023-05-29T06:00:49Z 2015 Conference Paper 10.1109/ICSIMA.2014.7047425 2-s2.0-84934300446 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84934300446&doi=10.1109%2fICSIMA.2014.7047425&partnerID=40&md5=4acf54b48ffb7b24876f4c154f60a0a5 https://irepository.uniten.edu.my/handle/123456789/22411 7047425 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Continuous monitoring the vegetation encroachment for high voltage transmission lines is challenging task for electrical distribution authorities. The enchroachment causes interruption which results in blackouts. It also endures great cost to the authorities for maintenance and damage compensation. There are many methods available to monitor growth of vegetation near transmission line poles. However, these methods are constrained with time consumption and cost. In this paper,a new method based estimating 3D height/depth of vegetation or trees near transmission lines using satellite stereo vision is proposed. We have evaluated local methods of stereo matching using Quickbird Satellite stereo images and compare the performance of stereo matching cost functions in terms of processing speed and time. Results show that our proposed algorithm is faster and more accurate than the existing algorithm for disparity calculation. � 2014 IEEE.
author2 57211138712
author_facet 57211138712
Qayyum A.
Malik A.S.
Saad M.N.M.
Iqbal M.
Abdullah M.F.
Abdullah T.A.R.B.T.
Ramli A.Q.
format Conference Paper
author Qayyum A.
Malik A.S.
Saad M.N.M.
Iqbal M.
Abdullah M.F.
Abdullah T.A.R.B.T.
Ramli A.Q.
spellingShingle Qayyum A.
Malik A.S.
Saad M.N.M.
Iqbal M.
Abdullah M.F.
Abdullah T.A.R.B.T.
Ramli A.Q.
Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
author_sort Qayyum A.
title Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
title_short Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
title_full Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
title_fullStr Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
title_full_unstemmed Power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
title_sort power lines vegetation enchroachment monitoring based on satellite stereo images using stereo matching
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806425630467686400
score 13.211869

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