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

Authors :
Yu Liu
Xinqi Zheng
Gang Ai
Yi Zhang
Yuqiang Zuo
Source :
ISPRS International Journal of Geo-Information, Vol 7, Iss 9, p 333 (2018)
Publication Year :
2018
Publisher :
MDPI AG, 2018.

Abstract

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.

Details

Language :
English
ISSN :
22209964
Volume :
7
Issue :
9
Database :
Directory of Open Access Journals
Journal :
ISPRS International Journal of Geo-Information
Publication Type :
Academic Journal
Accession number :
edsdoj.ffcdcd8e79d64dbd8c8847fa32e01b83
Document Type :
article
Full Text :
https://doi.org/10.3390/ijgi7090333