公开(公告)号：US20120281900A1

公开(公告)日：2012-11-08

申请号：US13497818

申请日：2010-09-30

申请人： Jan Paul Daniel Rueckert ,  Robin Mitja Benjamin Wolz ,  Paul Aljabar

发明人： Jan Paul Daniel Rueckert ,  Robin Mitja Benjamin Wolz ,  Paul Aljabar

IPC分类号： G06K9/62

CPC分类号： G06T7/0089 ,  G06K9/468 ,  G06K9/6252 ,  G06T7/11 ,  G06T7/149 ,  G06T2207/10088 ,  G06T2207/20128 ,  G06T2207/30016

摘要： A method of processing medical images, performed by a computer processor and comprising the steps of: (a) obtaining one or more atlases containing one or more images in which one or more anatomical features have been labelled with label data; (b) obtaining a plurality of unlabelled images; (c) comparing the labelled and unlabelled images and selecting one or more unlabelled images that most closely resemble(s) one or more of the labelled images; (d) to each of those selected image(s), propagating label data from one or more of the closest of the labelled images, thereby labelling the corresponding anatomical feature(s) of each of the selected image(s) and causing the selected image(s) to become labelled image(s); and (e) iteratively repeating from step (c), thereby labelling others of the unlabelled images.

摘要翻译： 一种由计算机处理器执行的处理医学图像的方法，包括以下步骤：（a）获得一个或多个包含其中一个或多个解剖特征已用标签数据标记的一个或多个图像的图片; （b）获得多个未标记的图像; （c）比较标记和未标记的图像并选择一个或多个未标记的图像，其最接近地类似于一个或多个标记图像; （d）到所选择的图像中的每一个，从一个或多个最近的标记图像传播标签数据，从而标记每个所选择的图像的相应解剖特征，并使所选择的图像 图像成为标签图像; 和（e）从步骤（c）重复地重复，从而标记未标记图像的其他图像。

公开(公告)号：US08582883B2

公开(公告)日：2013-11-12

申请号：US12935037

申请日：2009-03-30

申请人： Astrid Ruth Franz ,  Tobias Klinder ,  Robin Mitja Benjamin Wolz ,  Cristian Lorenz

发明人： Astrid Ruth Franz ,  Tobias Klinder ,  Robin Mitja Benjamin Wolz ,  Cristian Lorenz

IPC分类号： G06K9/34

CPC分类号： G06T7/12 ,  G06T7/149 ,  G06T2207/10072 ,  G06T2207/30012

摘要： The invention relates to a system (100) for segmenting a plurality of objects in image data using simultaneous model-based image segmentation. A surface mesh is adapted to each object to be segmented. To avoid or reduce the possibility of mesh collision, a plurality of connecting edges for connecting two proximal meshes are used. A connection energy defined for the plurality of connecting edges allows controlling the spatial relationship between the first and second mesh. This is achieved by including in the connection energy expression terms that will increase the connection energy when the lengths of edges of the plurality of connecting edges connecting the first and second mesh decrease. Using the reference configuration of the plurality of connecting edges defined based on the pre-positioned first and second mesh allows taking into account prior knowledge about a typical spatial relationship between the first and second object of the plurality of objects.

摘要翻译： 本发明涉及一种用于使用同时基于模型的图像分割来分割图像数据中的多个对象的系统（100）。 表面网格适合于要分割的每个对象。 为了避免或减少网格碰撞的可能性，使用用于连接两个近侧网格的多个连接边缘。 为多个连接边限定的连接能量允许控制第一和第二网格之间的空间关系。 这是通过在连接第一和第二网格的多个连接边缘的边缘的长度减小的连接能量表达术语中包括将增加连接能量来实现的。 使用基于预先定位的第一和第二网格定义的多个连接边缘的参考配置，可以考虑关于多个对象中的第一和第二对象之间的典型空间关系的先前知识。

公开(公告)号：US20110058061A1

公开(公告)日：2011-03-10

申请号：US12935037

申请日：2009-03-30

申请人： Astrid Ruth Franz ,  Tobias Klinder ,  Robin Mitja Benjamin Wolz ,  Cristian Lorenz

发明人： Astrid Ruth Franz ,  Tobias Klinder ,  Robin Mitja Benjamin Wolz ,  Cristian Lorenz

IPC分类号： G06K9/34 ,  H04N5/228

CPC分类号： G06T7/12 ,  G06T7/149 ,  G06T2207/10072 ,  G06T2207/30012

摘要： The invention relates to a system (100) for segmenting a plurality of objects in image data using simultaneous model-based image segmentation. A surface mesh is adapted to each object to be segmented. To avoid or reduce the possibility of mesh collision, a plurality of connecting edges for connecting two proximal meshes are used. A connection energy defined for the plurality of connecting edges allows controlling the spatial relationship between the first and second mesh. This is achieved by including in the connection energy expression terms that will increase the connection energy when the lengths of edges of the plurality of connecting edges connecting the first and second mesh decrease. Using the reference configuration of the plurality of connecting edges defined based on the pre-positioned first and second mesh allows taking into account prior knowledge about a typical spatial relationship between the first and second object of the plurality of objects.

摘要翻译： 本发明涉及一种用于使用同时基于模型的图像分割来分割图像数据中的多个对象的系统（100）。 表面网格适合于要分割的每个对象。 为了避免或减少网格碰撞的可能性，使用用于连接两个近侧网格的多个连接边缘。 为多个连接边限定的连接能量允许控制第一和第二网格之间的空间关系。 这是通过在连接第一和第二网格的多个连接边缘的边缘的长度减小的连接能量表达术语中包括将增加连接能量来实现的。 使用基于预先定位的第一和第二网格定义的多个连接边缘的参考配置，可以考虑关于多个对象中的第一和第二对象之间的典型空间关系的先前知识。