Geopositioning Improvement of ZY-3 Satellite Imagery Integrating GF-7 Laser Altimetry Data

高度计 遥感 卫星 足迹 均方误差 计算机科学 均方根 激光扫描 大地测量学 卫星图像 激光器 地质学 人工智能 计算机视觉 数学 统计 光学 工程类 物理 电气工程 航空航天工程 古生物学
作者
Changru Liu,Xinming Tang,Heng Zhang,Guoyuan Li,Xia Wang,Fengxiang Li
出处
期刊:IEEE Geoscience and Remote Sensing Letters [Institute of Electrical and Electronics Engineers]
卷期号:19: 1-5 被引量:4
标识
DOI:10.1109/lgrs.2021.3136389
摘要

Improving the accuracy of block adjustment with few or no ground control points (GCPs) is one of the core issues for satellite imagery high-precision mapping. The GaoFen-7 (GF-7) satellite laser altimeter system is the first Chinese formal spaceborne laser altimeter system, which is equipped with laser footprint cameras for the first time. Given the very high height accuracy and high planimetric accuracy of the instrument, this letter proposed an adjustment method of ZiYuan-3 (ZY-3) satellite imagery by integrating GF-7 laser altimetry data. The laser control points (LCPs) were automatically extracted according to the registration of the footprint images and stereo images. Furthermore, the combined adjustment was performed with the LCPs as the vertical control and horizontal constraint. The performance of the proposed method was evaluated by using 417 stereo scenes of ZY-3 images and 954 LCPs, covering an area of 158 000 km 2 in Shandong, China. The results demonstrated that, only by using all LCPs as the vertical control, the root mean square error (RMSE) of elevation can be significantly improved from the original 8.82 to 1.40 m. Moreover, the planimetric RMSE decreased from the original 15.31 to 3.58 m with residual randomness when 45 LCPs were used as the horizontal constraint. Our method provides an alternative solution for satellite imagery geopositioning improvement without GCPs.
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