Designing of disparity map based on hierarchical dynamic programming using satellite stereo imagery
Algorithms; Biomedical engineering; Electric lines; Electric power systems; Electric utilities; Image acquisition; Image matching; Poles; Satellite imagery; Satellites; Stereo image processing; Students; Vegetation; Disparity map; Dynamic programming algorithm; Electricity distribution companies; Hi...
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-228222023-05-29T14:12:28Z 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. 57211138712 12800348400 57034338400 56567441400 57189096519 24475459400 56594684600 Algorithms; Biomedical engineering; Electric lines; Electric power systems; Electric utilities; Image acquisition; Image matching; Poles; Satellite imagery; Satellites; Stereo image processing; Students; Vegetation; Disparity map; Dynamic programming algorithm; Electricity distribution companies; High-voltage power line; IKONOS satellite; Ikonos satellite image; Stereo matching algorithm; Transmission poles; Dynamic programming 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. Final 2023-05-29T06:12:28Z 2023-05-29T06:12:28Z 2016 Conference Paper 10.1109/ISSBES.2015.7435881 2-s2.0-84965161730 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84965161730&doi=10.1109%2fISSBES.2015.7435881&partnerID=40&md5=683ff48ca6025c2aacaacc471dbd35c3 https://irepository.uniten.edu.my/handle/123456789/22822 7435881 122 127 Institute of Electrical and Electronics Engineers Inc. Scopus |
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| description |
Algorithms; Biomedical engineering; Electric lines; Electric power systems; Electric utilities; Image acquisition; Image matching; Poles; Satellite imagery; Satellites; Stereo image processing; Students; Vegetation; Disparity map; Dynamic programming algorithm; Electricity distribution companies; High-voltage power line; IKONOS satellite; Ikonos satellite image; Stereo matching algorithm; Transmission poles; Dynamic programming |
| author2 |
57211138712 |
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57211138712 Qayyum A. Malik A.S. Naufal M. Saad M. Mazher M. Rasheed W. Abdullah T.A.R.B.T. |
| format |
Conference Paper |
| 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 |
2023 |
| _version_ |
1806425750755082240 |
| score |
13.18916 |