Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles

Vegetation encroachment under overhead high voltage power line and its monitoring is a challenging problem for electricity distribution companies. Blackout can occurs if proper monitoring of vegetation is not done. The uninterrupted electric power supply is vital for industries, businesses, and dail...

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Main Authors: Qayyum, A., Malik, A.S., Naufal, M., Saad, M., Iqbal, M., Ahmad, R.F., Abdullah, T.A.R.B.T.
Format: Conference or Workshop Item
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.31296 /
Published: Institute of Electrical and Electronics Engineers Inc. 2014
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84988246841&doi=10.1109%2fICCSCE.2014.7072784&partnerID=40&md5=ed94b733377f14a4f6bda428711b4eb6
http://eprints.utp.edu.my/31296/
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spelling utp-eprints.312962022-03-25T09:05:29Z Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles Qayyum, A. Malik, A.S. Naufal, M. Saad, M. Iqbal, M. Ahmad, R.F. Abdullah, T.A.R.B.T. Vegetation encroachment under overhead high voltage power line and its monitoring is a challenging problem for electricity distribution companies. Blackout can occurs if proper monitoring of vegetation is not done. The uninterrupted electric power supply is vital for industries, businesses, and daily life. Therefore, it is mandatory for electricity companies to monitor the vegetation/trees near power lines to avoid the blackouts. Many approaches are employed to monitor vegetation/trees near the transmission line poles, but these approaches are more time consuming and expensive. In this paper, we have proposed a novel approach to monitor the vegetation near or under the power poles using satellite stereo images which were acquired using QuickBird and IKONOS satellites. 3D depth of vegetation has been measured using stereo algorithm incorporating dynamic programming. We have also compared the results of QuickBird and IKONOS satellite stereo images. Results showed that QuickBird satellite image performs well as compared to IKONOS using stereo vision global optimization dynamic programming algorithm in terms of accuracy and speed. © 2014 IEEE. Institute of Electrical and Electronics Engineers Inc. 2014 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84988246841&doi=10.1109%2fICCSCE.2014.7072784&partnerID=40&md5=ed94b733377f14a4f6bda428711b4eb6 Qayyum, A. and Malik, A.S. and Naufal, M. and Saad, M. and Iqbal, M. and Ahmad, R.F. and Abdullah, T.A.R.B.T. (2014) Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. In: UNSPECIFIED. http://eprints.utp.edu.my/31296/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Vegetation encroachment under overhead high voltage power line and its monitoring is a challenging problem for electricity distribution companies. Blackout can occurs if proper monitoring of vegetation is not done. The uninterrupted electric power supply is vital for industries, businesses, and daily life. Therefore, it is mandatory for electricity companies to monitor the vegetation/trees near power lines to avoid the blackouts. Many approaches are employed to monitor vegetation/trees near the transmission line poles, but these approaches are more time consuming and expensive. In this paper, we have proposed a novel approach to monitor the vegetation near or under the power poles using satellite stereo images which were acquired using QuickBird and IKONOS satellites. 3D depth of vegetation has been measured using stereo algorithm incorporating dynamic programming. We have also compared the results of QuickBird and IKONOS satellite stereo images. Results showed that QuickBird satellite image performs well as compared to IKONOS using stereo vision global optimization dynamic programming algorithm in terms of accuracy and speed. © 2014 IEEE.
format Conference or Workshop Item
author Qayyum, A.
Malik, A.S.
Naufal, M.
Saad, M.
Iqbal, M.
Ahmad, R.F.
Abdullah, T.A.R.B.T.
spellingShingle Qayyum, A.
Malik, A.S.
Naufal, M.
Saad, M.
Iqbal, M.
Ahmad, R.F.
Abdullah, T.A.R.B.T.
Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
author_sort Qayyum, A.
title Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
title_short Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
title_full Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
title_fullStr Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
title_full_unstemmed Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
title_sort dynamic programming based comparison including quickbird and ikonos satellite stereo images for monitoring vegetation near power poles
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2014
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84988246841&doi=10.1109%2fICCSCE.2014.7072784&partnerID=40&md5=ed94b733377f14a4f6bda428711b4eb6
http://eprints.utp.edu.my/31296/
_version_ 1741197550616051712
score 11.62408

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