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Sampling-Based Path Planning for High-Quality Aerial 3D Reconstruction of Urban Scenes
Yan, Feihu1; Xia, Enyong1; Li, Zhaoxin2; Zhou, Zhong1
2021-03-01
发表期刊REMOTE SENSING
卷号13期号:5页码:23
摘要Unmanned aerial vehicles (UAVs) can capture high-quality aerial photos and have been widely used for large-scale urban 3D reconstruction. However, even with the help of commercial flight control software, it is still a challenging task for non-professional users to capture full-coverage aerial photos in complex urban environments, which normally leads to incomplete 3D reconstruction. In this paper, we propose a novel path planning method for the high-quality aerial 3D reconstruction of urban scenes. The proposed approach first captures aerial photos, following an initial path to generate a coarse 3D model as prior knowledge. Then, 3D viewpoints with constrained location and orientation are generated and evaluated, according to the completeness and accuracy of the corresponding visible regions of the prior model. Finally, an optimized path is produced by smoothly connecting the optimal viewpoints. We perform an extensive evaluation of our method on real and simulated data sets, in comparison with a state-of-the-art method. The experimental results indicate that the optimized trajectory generated by our method can lead to a significant boost in the performance of aerial 3D urban reconstruction.
关键词UAV path planning 3D reconstruction urban scene
DOI10.3390/rs13050989
收录类别SCI
语种英语
资助项目National Key Research and Development Program of China[2018YFB2100601] ; National Natural Science Foundation of China[61872024] ; National Natural Science Foundation of China[61702482]
WOS研究方向Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
WOS类目Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
WOS记录号WOS:000628505700001
出版者MDPI
引用统计
被引频次:13[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://119.78.100.204/handle/2XEOYT63/16800
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Zhou, Zhong
作者单位1.Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
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Yan, Feihu,Xia, Enyong,Li, Zhaoxin,et al. Sampling-Based Path Planning for High-Quality Aerial 3D Reconstruction of Urban Scenes[J]. REMOTE SENSING,2021,13(5):23.
APA Yan, Feihu,Xia, Enyong,Li, Zhaoxin,&Zhou, Zhong.(2021).Sampling-Based Path Planning for High-Quality Aerial 3D Reconstruction of Urban Scenes.REMOTE SENSING,13(5),23.
MLA Yan, Feihu,et al."Sampling-Based Path Planning for High-Quality Aerial 3D Reconstruction of Urban Scenes".REMOTE SENSING 13.5(2021):23.
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