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	A multi-scale plane-detection method based on the hough transform and region growing
	Leng, Xiaoxu; Xiao, Jun; Wang, Ying
刊名	Photogrammetric record
	2016-06-01
卷号	31期号:154页码:166-192
关键词	Hough transform Pattern clustering Plane detection Point-cloud segmentation Region growing Rock mass 3d modelling
ISSN号	0031-868X
DOI	10.1111/phor.12145
通讯作者	Leng, xiaoxu(lengxiaoxu@163.com)
英文摘要	The detection of planes from 3d point clouds plays an important role in fields such as 3d modelling, rock mechanics, registration and robotics. a multi-scale plane-detection method is proposed, based on extracting growth units using the hough transform and subsequent region growing into actual plane boundaries. because the approximate geometric features of the original plane area can be obtained from the growth units, discriminant conditions for adaptive plane growing could be provided for the growing stage. in order to detect physical planes at different scales, a strategy of multi-scale normal estimation is introduced. simulated icosahedron point clouds, together with actual engineering point clouds, were used to test the performance of the proposed method. experimental results show that planar point clouds could be detected effectively, especially with rock-mass engineering applications.
WOS关键词	POINT CLOUDS ; MODELS ; RECONSTRUCTION ; PHOTOGRAMMETRY ; RANSAC ; LIDAR
WOS研究方向	Physical Geography ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
WOS类目	Geography, Physical ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
语种	英语
出版者	WILEY-BLACKWELL
WOS记录号	WOS:000379368400004
内容类型	期刊论文
URI标识	http://www.corc.org.cn/handle/1471x/2374636
专题	中国科学院大学
通讯作者	Leng, Xiaoxu
作者单位	Univ Chinese Acad Sci, Integrated Bldg 307,19A Yuquan Rd, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Leng, Xiaoxu,Xiao, Jun,Wang, Ying. A multi-scale plane-detection method based on the hough transform and region growing[J]. Photogrammetric record,2016,31(154):166-192.
APA	Leng, Xiaoxu,Xiao, Jun,&Wang, Ying.(2016).A multi-scale plane-detection method based on the hough transform and region growing.Photogrammetric record,31(154),166-192.
MLA	Leng, Xiaoxu,et al."A multi-scale plane-detection method based on the hough transform and region growing".Photogrammetric record 31.154(2016):166-192.

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