Bi-Normal Filtering for Mesh Denoising
文献类型：期刊论文
| 作者 | Wei Mingqiang; Yu Jinze; Pang WaiMan; Wang Jun; Qin Jing; Liu Ligang; Heng PhengAnn |
| 刊名 | IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
 |
| 出版日期 | 2015 |
| 英文摘要 | Most mesh denoising techniques utilize only either the facet normal field or the vertex normal field of a mesh surface. The two normal fields, though contain some redundant geometry information of the same model, can provide additional information that the other field lacks. Thus, considering only one normal field is likely to overlook some geometric features. In this paper, we take advantage of the piecewise consistent property of the two normal fields and propose an effective framework in which they are filtered and integrated using a novel method to guide the denoising process. Our key observation is that, decomposing the inconsistent field at challenging regions into multiple piecewise consistent fields makes the two fields complementary to each other and produces better results. Our approach consists of three steps: vertex classification, bi-normal filtering, and vertex position update. The classification step allows us to filter the two fields on a piecewise smooth surface rather than a surface that is smooth everywhere. Based on the piecewise consistence of the two normal fields, we filtered them using a piecewise smooth region clustering strategy. To benefit from the bi-normal filtering, we design a quadratic optimization algorithm for vertex position update. Experimental results on synthetic and real data show that our algorithm achieves higher quality results than current approaches on surfaces with multifarious geometric features and irregular surface sampling. |
| 收录类别 | SCI |
| 原文出处 | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6822598 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/6674]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS |
| 推荐引用方式 GB/T 7714 | Wei Mingqiang,Yu Jinze,Pang WaiMan,et al. Bi-Normal Filtering for Mesh Denoising[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,2015. |
| APA | Wei Mingqiang.,Yu Jinze.,Pang WaiMan.,Wang Jun.,Qin Jing.,...&Heng PhengAnn.(2015).Bi-Normal Filtering for Mesh Denoising.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS. |
| MLA | Wei Mingqiang,et al."Bi-Normal Filtering for Mesh Denoising".IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2015). |
入库方式： OAI收割
来源：深圳先进技术研究院
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