Scatter Point Cloud Compensation Filtering

您当前的位置：

首页 >

文章列表页 >

Scatter Point Cloud Compensation Filtering

更新时间：2025-07-09

- Scatter Point Cloud Compensation Filtering
- Vol. 45, Issue 11, Pages: 91-94+111(2011)
- 作者机构：
  
  1. 西安交通大学机械工程学院,西安,710049
  2. 河南科技大学材料科学与工程学院,河南,洛阳,471004
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP391
- Online First：10 November 2011，
  
  Published：2011
- 稿件说明：
移动端阅览
Scatter Point Cloud Compensation Filtering[J]. 2011, 45(11): 91-94+111.
DOI：

Scatter Point Cloud Compensation Filtering[J]. 2011, 45(11): 91-94+111. DOI：

摘要

针对散乱点云的滤波问题

提出了一种体积保持的滤波方法.由于采用双边滤波器对散乱点云模型多次迭代滤波时

在高曲率区域会产生较大的形状变形

因此提出一种新的补偿量滤波算子

对滤波移动量进行平滑处理

获得形状补偿量

并依据形状补偿量将降噪点位置向原始位置方向调整

从而减少了滤波产生的形状变形.实验表明

该方法具有减小体积收缩的能力

对于噪声点云模型滤波

该方法简单、有效

与传统的双边滤波相比

能够减少滤波中的变形

获得具有更多细节特征的点模型.

Abstract

For fairing complex noisy point cloud model

a method preserving geometric features and volumes is proposed. When a complex scatter point model is smoothed iteratively by bilateral filter

more distortions appear in high curvature areas

and a new compensation filter is considered to smooth displacements of bilateral filtering to achieve compensation distances. The final results is obtained by adjusting smoothed points back to its previous position with the compensation distance. Compared with bilateral filtering

the new method is able to preserve more fine features and decrease shape shrinkage obviously in a series of numeric experiments.

关键词

Keywords

references

DESBRUN M, MEYER M, SCHR DER P, et al. Implicit fairing of irregular meshes using diffusion and curvature flow[C]∥Proceeding of SIGGRAPH99. Los Angeles,USA:ACM, 1999: 317-324.

TAUBIN G. A signal processing approach to fair surface design [C]∥Proceeding of SIGGRAPH95. Los Angeles,USA:ACM, 1995: 351-358.

TAUBIN G. Geometric signal processing on polygonal meshes [C]∥Eurographics2000. Interlaken, Switzerland: ACM, 2000:2-8.

ALEXA M, BEHR J, COHEN-ORD, et al. Computing and rendering point set surfaces [J]. IEEE Transactions on Visualization and Computer Graphics, 2003,9(1): 3-15.

FLEISHMAN S, COHEN-OR D, SILVA C. Robust moving least-squares fitting with sharp features [C]∥SIGGRAPH205. Los Angeles, USA: ACM, 2005: 544-552.

刘胜兰,周儒荣,聂军洪,等.主曲率均匀的网格光顺 [J]. 计算机学报, 2004, 27(1): 79-84.

LIU Shenglan,ZHOU Rurong,NIE Junhong,et al. Mesh smoothing using principal curvature flow[J].Chinese Journal of Computers,2004,27(1): 79-84.

刘新国,鲍虎军,王平安.体积保持的多分辨率多边形网格的光顺造型 [J]. 计算机学报,2000,23(9):905-910.

LIU Xinguo,BAO Hujun,WANG Pingan,et al.Volume preserved multiresolution mesh modeling[J]. Chinese Journal of Computers,2000,23(9): 905-910.

XIAO C, MIAO Y, LIU S, et al. A dynamic balanced flow for filtering point-sampled geometry [J]. The Visual Computer, 2006, 22(3): 210-219.

陈仁杰,刘利刚,董光昌.严格顶点约束的网格光顺算法 [J]. 浙江大学学报, 2010,44(9): 1672-1675.

CHEN Renjie, LIU Ligang, DONG Guangchang. Mesh smoothing with vertex tolerance constraints [J]. Journal of Zhejiang University,2010, 44(9): 1672-1675.

FLEISHMAN S, DRORI I, COHEN-OR D. Bilateral mesh denoising [J]. ACM Transactions on Graphics, 2003, 22(3): 950-953.

特征保持的点云精简技术研究. 西安交通大学学报, 2010,44(11)37-40.

移动最小二乘增量式多视点云数据融合算法. 西安交通大学学报, 2009,43(9):46-50.

法向约束的多幅点云数据融合算法. 西安交通大学学报, 2009,43(5):71-75.

拟蒙特卡罗自适应粒子滤波的机载无源定位算法. 西安交通大学学报, 2011,45(9):34-39.

容积粒子滤波算法及其应用. 西安交通大学学报, 2011,45(8):13-17.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Energy Efficiency Optimization of the Cryogenic Air Separation Process for Electronic-Grade Ultra Pure Nitrogen

Numerical Simulation of Heat-Moisture Barrier Performance of a Horizontal Air Curtain in Cold Storage

Integrated and Joint Design Optimization of Centrifugal Compressor Impeller and Casing Treatment at Multiple Working Points

Turbulent Kinetic Energy Dissipation Mechanism of Supercritical Carbon Dioxide Leakage Flow in a Scallop Bionic Seal Cavity

Effects of Steam Addition on the Swirl Combustion and Emission Characteristics of Cracked Ammonia

Related Author

No data

Related Institution

No data

⁰