Title :
Advances in vegetation management for power line corridor monitoring using aerial remote sensing techniques
Author :
Li, Zhengrong ; Walker, Rodney ; Hayward, Ross ; Mejias, Luis
Author_Institution :
Fac. of Sci. & Technol., Queensland Univ. of Technol. (QUT), Brisbane, QLD, Australia
Abstract :
This paper presents a comprehensive discussion of vegetation management approaches in power line corridors based on aerial remote sensing techniques. We address three issues 1) strategies for risk management in power line corridors, 2) selection of suitable platforms and sensor suite for data collection and 3) the progress in automated data processing techniques for vegetation management. We present initial results from a series of experiments and, challenges and lessons learnt from our project.
Keywords :
optical radar; power cables; power overhead lines; remote sensing by radar; vegetation; aerial remote sensing techniques; data collection; power line corridor monitoring; risk management; vegetation management; Classification algorithms; Classification tree analysis; Image segmentation; Laser radar; Monitoring; Remote sensing; Vegetation mapping; LiDAR; Multi-spectral Imagery; Power Line Corridor Monitoring; Power Line Detection; Remote Sensing; Tree Crown Segmentation; Tree Species Classification; Unmanned Aerial System (UAS); Vegetation Management;
Conference_Titel :
Applied Robotics for the Power Industry (CARPI), 2010 1st International Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4244-6633-7
DOI :
10.1109/CARPI.2010.5624431