Data-Driven Synthetic Modeling of Trees

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 多媒体计算与图形学团队

	Data-Driven Synthetic Modeling of Trees
	Zhang, Xiaopeng1 ; Li, Hongjun 1; Dai, Mingrui 1; Ma, Wei 2,3; Quan, Long 4
刊名	IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
	2014-09-01
卷号	20 期号:9 页码:1214-1226
关键词	Tree modeling scan data marching cylinder hierarchical particle flow tree structure
英文摘要	In this paper, we develop a data-driven technique to model trees from a single laser scan. A multi-layer representation of the tree structure is proposed to guide the modeling process. In this process, a marching cylinder algorithm is first developed to construct visible branches from the laser scan data. Three levels of crown feature points are then extracted from the scan data to synthesize three layers of non-visible branches. Based on the hierarchical particle flow technique, the branch synthesis method has the advantage of producing visually convincing tree models that are consistent with scan data. User intervention is extremely limited. The robustness of this technique has been validated on both conifer and broadleaf trees.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Software Engineering
研究领域[WOS]	Computer Science
关键词[WOS]	IMAGE ; RECONSTRUCTION ; PLANTS
收录类别	SCI
语种	英语
WOS记录号	WOS:000341566500001
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/2859]
专题	自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队
作者单位	1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100191, Peoples R China 2.Peking Univ, Key Lab Machine Percept, Minist Educ, Beijing 100871, Peoples R China 3.Beijing Univ Technol, Coll Comp Sci, Beijing 100871, Peoples R China 4.Hong Kong Univ Sci & Technol, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Xiaopeng,Li, Hongjun,Dai, Mingrui,et al. Data-Driven Synthetic Modeling of Trees[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,2014,20(9):1214-1226.
APA	Zhang, Xiaopeng,Li, Hongjun,Dai, Mingrui,Ma, Wei,&Quan, Long.(2014).Data-Driven Synthetic Modeling of Trees.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,20(9),1214-1226.
MLA	Zhang, Xiaopeng,et al."Data-Driven Synthetic Modeling of Trees".IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 20.9(2014):1214-1226.