Title :
Dynamic programming based comparison including QuickBird and IKONOS satellite stereo images for monitoring vegetation near power poles
Author :
Qayyum, Abdul ; Malik, Aamir Saeed ; Naufal, Mohamad ; Saad, Mohamad ; Iqbal, Mahboob ; Ahmad, Rana Fayyaz ; Bin Tuan Abdullah, Tuan Ab Rashid
Author_Institution :
Centre of Intell. Signal & Imaging Res., Univ. Teknol. PETRONAS, Tronoh, Malaysia
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.
Keywords :
dynamic programming; electricity supply industry; geophysical image processing; poles and towers; power engineering computing; power overhead lines; power transmission reliability; stereo image processing; uninterruptible power supplies; vegetation mapping; 3D depth; IKONOS satellite stereo images; QuickBird; blackouts; dynamic programming based comparison; electricity distribution companies; overhead high voltage power line; stereo algorithm; transmission line poles; uninterrupted electric power supply; vegetation encroachment; vegetation monitoring; Dynamic programming; Heuristic algorithms; Monitoring; Satellites; Stereo vision; Vegetation; Vegetation mapping; Disparity Map; Dynamic Programming Algorithm; IKONOS Satellite; QuickBird Satellite; Transmission Poles;
Conference_Titel :
Control System, Computing and Engineering (ICCSCE), 2014 IEEE International Conference on
Print_ISBN :
978-1-4799-5685-2
DOI :
10.1109/ICCSCE.2014.7072784