Airffic Inspection无人机巡检未来指南

PAPER P11 · 2016

Remote sensing methods for power line corridor surveys

Matikainen, L., Lehtomäki, M., Ahokas, E., Hyyppä, J., Karjalainen, M., Jaakkola, A., Kukko, A., Heinonen, T. — ISPRS Journal of Photogrammetry and Remote Sensing 119:10-31

已读摘要 引用次数: openalex: 408 · semanticScholar: 384 (2026-10-22)

综述用于监测输电线路走廊(线路本身及周边植被)的遥感技术,涵盖卫星雷达、光学卫星和航空影像、热成像、机载激光扫描、移动测绘和无人机数据。导线提取是研究最多的任务,激光扫描或航空影像的报告精度超过 90%,但许多研究使用的数据集较小且缺乏数值化的质量分析。无人机被指出是一项发展迅速、值得更多关注的技术。

主要发现

  • Automatic conductor extraction above 90% accuracy reported from laser scanning or aerial image data
  • Many studies used small datasets and lacked numerical quality analysis
  • Vegetation mapping near lines less studied, mostly with optical imagery
  • Recommends multi-source data fusion and large realistic tests

局限

  • Abstract only reviewed
  • UAV results not quantified in the abstract; manned airborne LiDAR dominates the evidence base

来源