Segmentation-Based Interpolation of 3D Medical Images

机译：基于分割的3D医学图像插值

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This paper introduces a new interpolation algorithm based on images segmentation. Firstly, the algorithm obtains the regions of air, soft tissue and skeleton through segmenting images. Secondly, the algorithm uses matching interpolation in the same density regions, and scales the size of region as the interpolation data to interpolate image in the different density regions. The new image basically satisfies the requirements of medical image interpolation. Compared with linear interpolation, the new algorithm greatly improves the quality of image. The interpolation can be effectively used to construct 3D volume models.

机译：介绍一种基于图像分割的插值算法。首先，该算法通过分割图像获得空气，软组织和骨骼的区域。其次，该算法在相同密度区域中使用匹配插值，并缩放区域的大小作为插值数据，以在不同密度区域中插值图像。新图像基本满足医学图像插值的要求。与线性插值相比，新算法大大提高了图像质量。插值可有效地用于构建3D体积模型。

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来源
《International Conference on Computational Science and Its Applications(ICCSA 2004) pt.2; 20040514-20040517; Assisi; IT》|2004年|P.731-740|共10页
会议地点 Assisi(IT);Assisi(IT)
作者
Zhigeng Pan; Xuesong Yin; Guohua Wu;
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作者单位

Institute of Virtual Reality and Multimedia HZIEE Hangzhou, 310018, China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类理论、方法;
关键词
segmentation-based interpolation; 3D image; threshold segmentation; matching point pair;

机译：基于分割的插值； 3D图像；阈值分割；匹配点对;

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1. Combining interpolation and 3D level set method (I+3DLSM) for medical image segmentation [J] . T. Doshi, G. Di Caterina, J. Soraghan, Electronics Letters . 2016,第8期

机译：结合插值和3D水平集方法（I + 3DLSM）进行医学图像分割
2. Rapid Interactive and Intuitive Segmentation of 3D Medical Images Using Radial Basis Function Interpolation ?￠???? [J] . Stefan Steidl, Tanja Kurzendorfer, Peter Fischer, Journal of Imaging . 2017,第4期

机译：使用径向基函数插值对3D医学图像进行快速交互式和直观的分割
3. Segmentation-based MAP despeckling of medical ultrasound images in shearlet domain based on normal inverse Gaussian distribution [J] . Garg Amit, Khandelwal Vineet Image Processing, IET . 2020,第4期

机译：基于正常逆高斯分布的Shearlet域中医学超声图像的基于分段的地图机映射
4. Segmentation-Based Interpolation of 3D Medical Images [C] . Zhigeng Pan, Xuesong Yin, Guohua Wu International Conference on Computational Science and its Applications . 2004

机译：基于分割的3D医学图像插值
5. Recent improvements in tensor scale computation and new applications to medical image registration and interpolation [D] . Xu, Ziyue 2009

机译：张量尺度计算的最新改进以及医学图像配准和插值的新应用
6. A novel interpolation approach for the generation of 3D-geometric digital bone models from image stacks [O] . U. Mittag, A. Kriechbaumer, J. Rittweger 2017

机译：从图像堆栈生成3D几何数字骨骼模型的新颖插值方法
7. Reconstruction of 3D medical images: a nonlinear interpolation technique for reconstruction of 3D medical images [O] . R. H. Ju 2012

机译：重建3D医学图像：用于3D医学图像重建的非线性插值技术

Segmentation-Based Interpolation of 3D Medical Images

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