• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

地标约束的 genus-one 曲面 Teichmüller 映射在医学成像中的曲面配准中的应用。

Landmark constrained genus-one surface Teichmüller map applied to surface registration in medical imaging.

机构信息

Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong.

Department of Computer Science, State University of New York at Stony Brook, Stony Brook, New York 11794-4400, United States.

出版信息

Med Image Anal. 2015 Oct;25(1):45-55. doi: 10.1016/j.media.2015.04.006. Epub 2015 Apr 18.

DOI:10.1016/j.media.2015.04.006
PMID:25977154
Abstract

We address the registration problem of genus-one surfaces (such as vertebrae bones) with prescribed landmark constraints. The high-genus topology of the surfaces makes it challenging to obtain a unique and bijective surface mapping that matches landmarks consistently. This work proposes to tackle this registration problem using a special class of quasi-conformal maps called Teichmüller maps (T-Maps). A landmark constrained T-Map is the unique mapping between genus-1 surfaces that minimizes the maximal conformality distortion while matching the prescribed feature landmarks. Existence and uniqueness of the landmark constrained T-Map are theoretically guaranteed. This work presents an iterative algorithm to compute the T-Map. The main idea is to represent the set of diffeomorphism using the Beltrami coefficients (BC). The BC is iteratively adjusted to an optimal one, which corresponds to our desired T-Map that matches the prescribed landmarks and satisfies the periodic boundary condition on the universal covering space. Numerical experiments demonstrate the effectiveness of our proposed algorithm. The method has also been applied to register vertebrae bones with prescribed landmark points and curves, which gives accurate surface registrations.

摘要

我们解决了具有预定地标约束的一型曲面(如脊椎骨)的配准问题。曲面的高型拓扑使得很难获得一致匹配地标且唯一的曲面映射。这项工作提出使用一种称为泰希米勒映射(T-Map)的特殊拟共形映射类来解决这个配准问题。地标约束的 T-Map 是在匹配预定特征地标时最小化最大共形扭曲的一型曲面之间的唯一映射。地标约束的 T-Map 的存在性和唯一性在理论上得到保证。本文提出了一种计算 T-Map 的迭代算法。主要思想是使用 Beltrami 系数(BC)来表示微分同胚集。BC 被迭代地调整到最佳值,这对应于我们期望的 T-Map,它匹配预定的地标,并满足通用覆盖空间上的周期边界条件。数值实验证明了我们提出的算法的有效性。该方法还应用于注册具有预定地标点和曲线的脊椎骨,得到了准确的曲面配准。

相似文献

1
Landmark constrained genus-one surface Teichmüller map applied to surface registration in medical imaging.地标约束的 genus-one 曲面 Teichmüller 映射在医学成像中的曲面配准中的应用。
Med Image Anal. 2015 Oct;25(1):45-55. doi: 10.1016/j.media.2015.04.006. Epub 2015 Apr 18.
2
Genus-one surface registration via teichmüller extremal mapping.通过泰希米勒极值映射实现亏格为一的曲面配准。
Med Image Comput Comput Assist Interv. 2014;17(Pt 3):25-32. doi: 10.1007/978-3-319-10443-0_4.
3
Landmark constrained registration of high-genus surfaces applied to vestibular system morphometry.高亏格曲面的 landmark 约束配准在前庭系统形态计量学中的应用。
Comput Med Imaging Graph. 2015 Sep;44:1-12. doi: 10.1016/j.compmedimag.2015.05.006. Epub 2015 May 30.
4
Hyperbolic harmonic brain surface registration with curvature-based landmark matching.基于曲率的地标匹配的双曲调和脑表面配准
Inf Process Med Imaging. 2013;23:159-70. doi: 10.1007/978-3-642-38868-2_14.
5
Automatic landmark detection and registration of brain cortical surfaces via quasi-conformal geometry and convolutional neural networks.通过拟共形几何和卷积神经网络实现大脑皮质表面的自动地标检测和配准。
Comput Biol Med. 2023 Sep;163:107185. doi: 10.1016/j.compbiomed.2023.107185. Epub 2023 Jun 17.
6
Computing Teichmüller shape space.计算泰希米勒形状空间。
IEEE Trans Vis Comput Graph. 2009 May-Jun;15(3):504-17. doi: 10.1109/TVCG.2008.103.
7
Conformal geometry and its applications on 3D shape matching, recognition, and stitching.共形几何及其在三维形状匹配、识别和拼接中的应用。
IEEE Trans Pattern Anal Mach Intell. 2007 Jul;29(7):1209-20. doi: 10.1109/TPAMI.2007.1050.
8
Harmonic surface mapping with Laplace-Beltrami eigenmaps.基于拉普拉斯-贝尔特拉米特征映射的调和曲面映射
Med Image Comput Comput Assist Interv. 2008;11(Pt 2):147-54. doi: 10.1007/978-3-540-85990-1_18.
9
Globally optimal cortical surface matching with exact landmark correspondence.具有精确地标对应关系的全局最优皮质表面匹配。
Inf Process Med Imaging. 2013;23:487-98. doi: 10.1007/978-3-642-38868-2_41.
10
A model-based, semi-global segmentation approach for automatic 3-D point landmark localization in neuroimages.一种基于模型的半全局分割方法,用于在神经图像中自动进行三维点地标定位。
IEEE Trans Med Imaging. 2008 Aug;27(8):1034-44. doi: 10.1109/TMI.2008.915684.

引用本文的文献

1
Shape analysis via inconsistent surface registration.基于不一致曲面配准的形状分析
Proc Math Phys Eng Sci. 2020 Oct;476(2242):20200147. doi: 10.1098/rspa.2020.0147. Epub 2020 Oct 7.
2
Novel method of boundary-free mesh parameterization.无边界网格参数化的新方法。
PLoS One. 2019 Jun 6;14(6):e0217537. doi: 10.1371/journal.pone.0217537. eCollection 2019.
3
Landmark-guided diffeomorphic demons algorithm and its application to automatic segmentation of the whole spine and pelvis in CT images.基于地标引导的仿射度规恶魔算法及其在 CT 图像中全脊柱和骨盆自动分割的应用。
Int J Comput Assist Radiol Surg. 2017 Mar;12(3):413-430. doi: 10.1007/s11548-016-1507-z. Epub 2016 Nov 30.