• DocumentCode
    3565327
  • Title

    Power LinesVegetation enchroachment monitoring based on Satellite Stereo images using stereo matching

  • Author

    Qayyum, Abdul ; Malik, Aamir Saeed ; Mohamad Saad, Mohamad Naufal ; Iqbal, Mahboob ; Abdullah, M.F. ; Ab Rashid Bin Tuan Abdullah, Tuan ; Ramli, Ahmad Quisti

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. Teknol. PETRONAS, Tronoh, Malaysia
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Continuous monitoring the vegetation encroachment for high voltage transmission lines is challenging task for electrical distribution authorities. The enchroachment causes interruption which results in blackouts. It also endures great cost to the authorities for maintenance and damage compensation. There are many methods available to monitor growth of vegetation near transmission line poles. However, these methods are constrained with time consumption and cost. In this paper,a new method based estimating 3D height/depth of vegetation or trees near transmission lines using satellite stereo vision is proposed. We have evaluated local methods of stereo matching using Quickbird Satellite stereo images and compare the performance of stereo matching cost functions in terms of processing speed and time. Results show that our proposed algorithm is faster and more accurate than the existing algorithm for disparity calculation.
  • Keywords
    geophysical image processing; image matching; poles and towers; power engineering computing; power transmission lines; power transmission reliability; remote sensing; stereo image processing; vegetation; damage compensation; electrical distribution authorities; high voltage transmission lines; power lines vegetation encroachment monitoring; quickbird satellite stereo images; satellite stereo images; satellite stereo vision; stereo matching cost functions; trees monitoring; vegetation monitoring; Cost function; Equations; Mathematical model; Monitoring; Satellites; Stereo vision; Vegetation mapping; Area Based methods; LIDAR; Satellite Stereo Images; Stereo Matching; Surveillance of Vegetation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Smart Instrumentation, Measurement and Applications (ICSIMA), 2014 IEEE International Conference on
  • Print_ISBN
    978-1-4799-8039-0
  • Type

    conf

  • DOI
    10.1109/ICSIMA.2014.7047425
  • Filename
    7047425