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

Abdul Qayyum, Aamir Saeed Malik, Mohamad Naufal, Mohamad Saad, Mahboob Iqbal, Rana Fayyaz Ahmad, Tuan Ab Rashid Tuan Abdullah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publicationProceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages576-581
Number of pages6
ISBN (Electronic)9781479956869
DOIs
Publication statusPublished - 30 Mar 2014
Event4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014 - Batu Ferringhi, Penang, Malaysia
Duration: 28 Nov 201430 Nov 2014

Publication series

NameProceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014

Other

Other4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014
CountryMalaysia
CityBatu Ferringhi, Penang
Period28/11/1430/11/14

Fingerprint

Dynamic programming
Poles
Satellites
Monitoring
Industry
Electricity
Stereo vision
Global optimization
Electric lines
Electric potential

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Signal Processing
  • Control and Systems Engineering

Cite this

Qayyum, A., Malik, A. S., Naufal, M., Saad, M., Iqbal, M., Ahmad, R. F., & Tuan Abdullah, T. A. R. (2014). Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. In Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014 (pp. 576-581). [7072784] (Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCSCE.2014.7072784
Qayyum, Abdul ; Malik, Aamir Saeed ; Naufal, Mohamad ; Saad, Mohamad ; Iqbal, Mahboob ; Ahmad, Rana Fayyaz ; Tuan Abdullah, Tuan Ab Rashid. / Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 576-581 (Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014).
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abstract = "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.",
author = "Abdul Qayyum and Malik, {Aamir Saeed} and Mohamad Naufal and Mohamad Saad and Mahboob Iqbal and Ahmad, {Rana Fayyaz} and {Tuan Abdullah}, {Tuan Ab Rashid}",
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Qayyum, A, Malik, AS, Naufal, M, Saad, M, Iqbal, M, Ahmad, RF & Tuan Abdullah, TAR 2014, Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. in Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014., 7072784, Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014, Institute of Electrical and Electronics Engineers Inc., pp. 576-581, 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014, Batu Ferringhi, Penang, Malaysia, 28/11/14. https://doi.org/10.1109/ICCSCE.2014.7072784

Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. / Qayyum, Abdul; Malik, Aamir Saeed; Naufal, Mohamad; Saad, Mohamad; Iqbal, Mahboob; Ahmad, Rana Fayyaz; Tuan Abdullah, Tuan Ab Rashid.

Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 576-581 7072784 (Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Qayyum, Abdul

AU - Malik, Aamir Saeed

AU - Naufal, Mohamad

AU - Saad, Mohamad

AU - Iqbal, Mahboob

AU - Ahmad, Rana Fayyaz

AU - Tuan Abdullah, Tuan Ab Rashid

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N2 - 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.

AB - 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.

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BT - Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014

PB - Institute of Electrical and Electronics Engineers Inc.

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Qayyum A, Malik AS, Naufal M, Saad M, Iqbal M, Ahmad RF et al. Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles. In Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 576-581. 7072784. (Proceedings - 4th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2014). https://doi.org/10.1109/ICCSCE.2014.7072784