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体心立方晶格上准插值的预滤波 B 样条重建评估。

An evaluation of prefiltered B-spline reconstruction for quasi-interpolation on the Body-Centered Cubic lattice.

机构信息

Budapest University of Technology and Economics, Budapest, Hungary.

出版信息

IEEE Trans Vis Comput Graph. 2010 May-Jun;16(3):499-512. doi: 10.1109/TVCG.2009.87.

Abstract

In this paper, we demonstrate that quasi-interpolation of orders two and four can be efficiently implemented on the Body-Centered Cubic (BCC) lattice by using tensor-product B-splines combined with appropriate discrete prefilters. Unlike the nonseparable box-spline reconstruction previously proposed for the BCC lattice, the prefiltered B-spline reconstruction can utilize the fast trilinear texture-fetching capability of the recent graphics cards. Therefore, it can be applied for rendering BCC-sampled volumetric data interactively. Furthermore, we show that a separable B-spline filter can suppress the postaliasing effect much more isotropically than a nonseparable box-spline filter of the same approximation power. Although prefilters that make the B-splines interpolating on the BCC lattice do not exist, we demonstrate that quasi-interpolating prefiltered linear and cubic B-spline reconstructions can still provide similar or higher image quality than the interpolating linear box-spline and prefiltered quintic box-spline reconstructions, respectively.

摘要

在本文中,我们证明了通过使用张量积 B 样条结合适当的离散预滤波器,可以有效地在体心立方(BCC)晶格上实现二阶和四阶准插值。与之前为 BCC 晶格提出的不可分离盒样条重建不同,带预滤波器的 B 样条重建可以利用最近图形卡的快速三线纹理获取功能。因此,它可以用于交互呈现 BCC 采样的体数据集。此外,我们表明,可分离 B 样条滤波器比具有相同逼近能力的不可分离盒样条滤波器更能各向同性地抑制混叠效应。尽管不存在使 B 样条在 BCC 晶格上进行插值的预滤波器,但我们证明,准插值带预滤波器的线性和三次 B 样条重建仍然可以提供与线性盒样条插值和带预滤波器五次盒样条重建相当或更高的图像质量。

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