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Extraction and reconstruction of curved surface buildings by contour clustering using airborne LiDAR data
Song, Jingwei1; Wu, Jianwei1; Jiang, Yongyao1
刊名OPTIK
2015
卷号126期号:5页码:2113-2128
关键词Building extraction Airborne LiDAR data Curve roof Contour clustering 3D reconstruction
通讯作者Wu, JW (reprint author), Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Peoples R China.
英文摘要Airborne LiDAR (Light Detection and Ranging) can acquire detailed geometric information of topography and objects. In this paper, an automatic method for extraction and reconstruction of buildings with curved roof was investigated using airborne LiDAR data. Based on the distinct topological relationship and characteristics of contour lines, this method firstly clustered and derives the buildings' contour lines automatically with several attributes such as the height value of contour line, the enclosed contour line's area and circularity. LiDAR points corresponding to different parts of the roof were separated according to the inter-topology of building contour lines. Then roof top type was identified through analyzing the relationship between the contour lines' height values and their enclosed areas. Finally the roof top was reconstructed by fitting the corresponding separated LiDAR points according to its type, which especially took the continuity and smoothness of the connected curves into considering. To validate this method, an experiment was conducted on a small urban part with several different types of curved roof. The derived building models with curved roof demonstrated the proposed method's plausibility and this new curved surface approach could be used as a complemented method to existing planar surface method for automatically building reconstruction. (C) 2015 Elsevier GmbH. All rights reserved.
研究领域[WOS]Optics
收录类别SCI ; EI
语种英语
WOS记录号WOS:000354075400004
内容类型期刊论文
源URL[http://ir.ceode.ac.cn/handle/183411/38514]  
专题遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位1.[Song, Jingwei
2.Wu, Jianwei] Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Peoples R China
3.[Song, Jingwei] Chinese Acad Sci, Key Lab Digital Earth Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China
4.[Song, Jingwei] Chinese Acad Sci, Grad Sch, Beijing 100049, Peoples R China
5.[Jiang, Yongyao] George Mason Univ, Dept Geog & GeoInfomat Sci, Fairfax, VA 22030 USA
推荐引用方式
GB/T 7714
Song, Jingwei,Wu, Jianwei,Jiang, Yongyao. Extraction and reconstruction of curved surface buildings by contour clustering using airborne LiDAR data[J]. OPTIK,2015,126(5):2113-2128.
APA Song, Jingwei,Wu, Jianwei,&Jiang, Yongyao.(2015).Extraction and reconstruction of curved surface buildings by contour clustering using airborne LiDAR data.OPTIK,126(5),2113-2128.
MLA Song, Jingwei,et al."Extraction and reconstruction of curved surface buildings by contour clustering using airborne LiDAR data".OPTIK 126.5(2015):2113-2128.
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