Generating a High-Precision True Digital Orthophoto Map Based on UAV Images

作者：Yu Liu, Xinqi Zheng, Gang Ai, Yi Zhang, Yuqiang Zuo · 发表于：ISPRS International Journal of Geo-Information · 年份：2018 · DOI：10.3390/ijgi7090333 · 被引用次数：93 · 研究领域：3D Surveying and Cultural Heritage、Remote Sensing and LiDAR Applications、Robotics and Sensor-Based Localization

Unmanned aerial vehicle (UAV) low-altitude remote sensing technology has recently been adopted in China. However, mapping accuracy and production processes of true digital orthophoto maps (TDOMs) generated by UAV images require further improvement. In this study, ground control points were distributed and images were collected using a multi-rotor UAV and professional camera, at a flight height of 160 m above the ground and a designed ground sample distance (GSD) of 0.016 m. A structure from motion (SfM), revised digital surface model (DSM) and multi-view image texture compensation workflow were outlined to generate a high-precision TDOM. We then used randomly distributed checkpoints on the TDOM to verify its precision. The horizontal accuracy of the generated TDOM was 0.0365 m, the vertical accuracy was 0.0323 m, and the GSD was 0.0166 m. Tilt and shadowed areas of the TDOM were eliminated so that buildings maintained vertical viewing angles. This workflow produced a TDOM accuracy within 0.05 m, and provided an effective method for identifying rural homesteads, as well as land planning and design.