Efficient and Robust Reconstruction of Botanical Branching Structure from Laser Scanned Points
文献类型：会议论文
| 作者 | Yan, Dong-Ming ; Wintz, Julien; Mourrain, Bernard; Wang, Wenping; Boudon, Frédéric; Godin Christophe
|
| 出版日期 | 2009 |
| 会议日期 | 2009-08 |
| 会议地点 | HuangShan |
| 英文摘要 |
This paper presents a reconstruction pipeline for recovering
branching structure of trees from laser scanned
data points. The process is made up of two main blocks:
segmentation and reconstruction. Based on a variational
k-means clustering algorithm, cylindrical components and
ramified regions of data points are identified and located.
An adjacency graph is then built from neighborhood information
of components. Simple heuristics allow us to extract
a skeleton structure and identify branches from the graph.
Finally, a B-spline model is computed to give a compact and
accurate reconstruction of the branching system. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/14020]  |
| 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 |
| 推荐引用方式 GB/T 7714 | Yan, Dong-Ming,Wintz, Julien,Mourrain, Bernard,et al. Efficient and Robust Reconstruction of Botanical Branching Structure from Laser Scanned Points[C]. 见:. HuangShan. 2009-08. |
入库方式： OAI收割
来源：自动化研究所
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