Deep points consolidation
文献类型：期刊论文
| 作者 | Shihao Wu; Hui Huang; Minglun Gong; Matthias Zwicker; Daniel Cohen-Or |
| 刊名 | ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2015)
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| 出版日期 | 2015 |
| 英文摘要 | In this paper, we present a consolidation method that is based on a new representation of 3D point sets. The key idea is to augment each surface point into a deep point by associating it with an inner point that resides on the meso-skeleton, which consists of a mixture of skeletal curves and sheets. The deep points representation is a result of a joint optimization applied to both ends of the deep points. The optimization objective is to fairly distribute the end points across the surface and the meso-skeleton, such that the deep point orientations agree with the surface normals. The optimization converges where the inner points form a coherent meso-skeleton, and the surface points are consolidated with the missing regions completed. The strength of this new representation stems from the fact that it is comprised of both local and non-local geometric information. We demonstrate the advantages of the deep points consolidation technique by employing it to consolidate and complete noisy point-sampled geometry with large missing parts. |
| 收录类别 | SCI |
| 原文出处 | http://dl.acm.org/citation.cfm?id=2818073 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/6836]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2015) |
| 推荐引用方式 GB/T 7714 | Shihao Wu,Hui Huang,Minglun Gong,et al. Deep points consolidation[J]. ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2015),2015. |
| APA | Shihao Wu,Hui Huang,Minglun Gong,Matthias Zwicker,&Daniel Cohen-Or.(2015).Deep points consolidation.ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2015). |
| MLA | Shihao Wu,et al."Deep points consolidation".ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2015) (2015). |
入库方式： OAI收割
来源：深圳先进技术研究院
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