Large-scale validation of non-rigid registration algorithms for atlas-based brain image segmentation

机译：基于图集的脑图像分割的非刚性配准算法的大规模验证

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

In this paper, we evaluate different non-rigid image registration methodologies in the context of atlas-based brain image segmentation. Three non-rigid voxel-based registration regularization schemes (viscous fluid, elastic and curvature-based registration) combined with the mutual information similarity measure are compared. We conduct large-scale atlas-based segmentation experiments on a set of 20 anatomically labelled MR brain images in order to find the optimal parameter settings for each scheme. The performance of the optimal registration schemes is evaluated in their capability of accurately segmenting 49 different brain sub-structures of varying size and shape.

机译：在本文中，我们在基于图集的脑图像分割的背景下评估了不同的非刚性图像配准方法。比较了三种基于非刚性体素的配准正则化方案（粘性流体，基于弹性和基于曲率的配准）与互信息相似性度量。我们对一组20个在解剖学上标记的MR脑图像进行了基于图集的大规模分割实验，以找到每种方案的最佳参数设置。评估最佳配准方案的性能时，可以准确地细分出49个不同大小和形状的不同脑子结构。

著录项

来源
《Image Processing pt.1; Progress in Biomedical Optics and Imaging; vol.7 no.30》|2006年|P.61440S.1-61440S.8|共8页
会议地点 San DiegoCA(US)
作者
Qian Wang; Emiliano DAgostino; Dieter Seghers; Frederik Maes; Dirk Vermeulen; Paul Suetens;
展开▼
作者单位

Katholieke Universiteit Leuven, Faculties of Medicine Engineering, Medical Image;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类医用物理学;光、激光生物医学;
关键词

相似文献

外文文献
中文文献
专利

1. Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. [J] . Xue Z, Shen D, Karacali B, NeuroImage . 2006,第3期

机译：模拟MR脑部图像的变形，以验证基于图集的分割和配准算法。
2. A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms [J] . Sanchez Castro F.J., Pollo C., Meuli R., IEEE Transactions on Medical Imaging . 2006,第期

机译：深度大脑刺激目标的交叉验证研究：从专家到基于Atlas，基于细分和自动注册算法
3. Atlas-based non-rigid image registration to automatically define line-of-action muscle models: a validation study. [J] . Scheys L, Loeckx D, Spaepen A, Journal of Biomechanics . 2009,第5期

机译：基于Atlas的非刚性图像配准可自动定义动作线肌肉模型：一项验证研究。
4. Large-scale validation of non-rigid registration algorithms for atlas-based brain image segmentation [C] . Qian Wang, Emiliano DAgostino, Dieter Seghers, Conference on Medical Imaging . 2006

机译：基于地图集的脑图像分割的非刚性登记算法的大规模验证
5. Novel image segmentation and registration algorithms for the study of brain structure and function. [D] . Ahmed, Mohamed Nooman. 1997

机译：用于研究大脑结构和功能的新型图像分割和配准算法。
6. Simulating Deformations of MR Brain Images for Validation of Atlas-based Segmentation and Registration Algorithms [O] . Zhong Xue, Dinggang Shen, Bilge Karacali, -1

机译：模拟MR脑图像的变形以验证基于Atlas的分割和配准算法
7. Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms [O] . Zhong Xue, Dinggang Shen, Bilge Karacali, 2006

机译：模拟MR脑图像的变形以验证地图集的分割和注册算法

Large-scale validation of non-rigid registration algorithms for atlas-based brain image segmentation

摘要

著录项

相似文献

相关主题

期刊订阅