Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery

Vegetation encroachment and its monitoring near high voltage power line is a challenging problem for electricity distribution companies. Electric supply companies monitor the vegetation/trees near power lines to avoid the blackouts that may occur in case of an improper monitoring of vegetation. The...

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Main Authors: Qayyum, A., Malik, A.S., Naufal, M., Saad, M., Mazher, M., Rasheed, W., Abdullah, T.A.R.B.T.
Format: Conference or Workshop Item
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.30882 /
Published: Institute of Electrical and Electronics Engineers Inc. 2016
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84965161730&doi=10.1109%2fISSBES.2015.7435881&partnerID=40&md5=683ff48ca6025c2aacaacc471dbd35c3
http://eprints.utp.edu.my/30882/
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spelling utp-eprints.308822022-03-25T07:40:17Z Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery Qayyum, A. Malik, A.S. Naufal, M. Saad, M. Mazher, M. Rasheed, W. Abdullah, T.A.R.B.T. Vegetation encroachment and its monitoring near high voltage power line is a challenging problem for electricity distribution companies. Electric supply companies monitor the vegetation/trees near power lines to avoid the blackouts that may occur in case of an improper monitoring of vegetation. The uninterrupted electric power supply is vital for industries, businesses, and daily life. 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 satellite images and calculated disparity map using stereo matching algorithms i.e. dynamic programming (DP) and Hierarchical dynamic programming (HDP). The 3D depth of vegetation is based on disparity map which has been measured using stereo algorithms. Results showed that HDP performs well as compared to DP based on QuickBird and IKONOS satellite stereo images in terms of accuracy. © 2015 IEEE. Institute of Electrical and Electronics Engineers Inc. 2016 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84965161730&doi=10.1109%2fISSBES.2015.7435881&partnerID=40&md5=683ff48ca6025c2aacaacc471dbd35c3 Qayyum, A. and Malik, A.S. and Naufal, M. and Saad, M. and Mazher, M. and Rasheed, W. and Abdullah, T.A.R.B.T. (2016) Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery. In: UNSPECIFIED. http://eprints.utp.edu.my/30882/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Vegetation encroachment and its monitoring near high voltage power line is a challenging problem for electricity distribution companies. Electric supply companies monitor the vegetation/trees near power lines to avoid the blackouts that may occur in case of an improper monitoring of vegetation. The uninterrupted electric power supply is vital for industries, businesses, and daily life. 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 satellite images and calculated disparity map using stereo matching algorithms i.e. dynamic programming (DP) and Hierarchical dynamic programming (HDP). The 3D depth of vegetation is based on disparity map which has been measured using stereo algorithms. Results showed that HDP performs well as compared to DP based on QuickBird and IKONOS satellite stereo images in terms of accuracy. © 2015 IEEE.
format Conference or Workshop Item
author Qayyum, A.
Malik, A.S.
Naufal, M.
Saad, M.
Mazher, M.
Rasheed, W.
Abdullah, T.A.R.B.T.
spellingShingle Qayyum, A.
Malik, A.S.
Naufal, M.
Saad, M.
Mazher, M.
Rasheed, W.
Abdullah, T.A.R.B.T.
Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
author_sort Qayyum, A.
title Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
title_short Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
title_full Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
title_fullStr Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
title_full_unstemmed Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
title_sort designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2016
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84965161730&doi=10.1109%2fISSBES.2015.7435881&partnerID=40&md5=683ff48ca6025c2aacaacc471dbd35c3
http://eprints.utp.edu.my/30882/
_version_ 1741197483101388800
score 11.62408

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