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    • 1. 发明授权
    • 3D image segmentation
    • 3D图像分割
    • US07536041B2
    • 2009-05-19
    • US10560185
    • 2004-06-09
    • Vladimir PekarMichael Reinhold KausTodd McNutt
    • Vladimir PekarMichael Reinhold KausTodd McNutt
    • G06K9/00G06K9/34
    • G06T17/20G06T7/12G06T7/149G06T2207/10081G06T2207/20092G06T2207/30004
    • A delineation of a structure of interest can be performed by fitting 3D deformable models, for example, represented by polygonal measures, to the boundaries of the structure of interest. The deformable model fitting process is guided by minimization of the sum of an external energy, based on image feature information, which attracts the mesh to the organ boundaries and an internal energy, which preserves the consistent shape of the mesh. A frequent problem is that the images do not contain sufficient reliable image feature information, such as image gradients, to attract the mesh. According to the present invention, manually drawn attractors in the form of complete or partial contours corresponding to boundaries of the structure of interest are placed into the images which do not contain sufficient feature information. These attractors may easily be discriminated by a subsequent segmentation process. Due to this, advantageously, a 3D deformable model can be fitted to structures of interest in images with poor contrast, noise or image artifacts.
    • 可以通过将例如由多边形度量表示的3D可变形模型拟合到感兴趣的结构的边界来执行感兴趣的结构的描绘。 可变形模型拟合过程是基于图像特征信息的最小化引导的,该图像特征信息将网格吸引到器官边界和内部能量,这保留了网格的一致形状。 一个常见的问题是,图像不包含足够可靠的图像特征信息,如图像梯度,以吸引网格。 根据本发明,将对应于感兴趣结构的边界的完整或部分轮廓形式的手动吸引器放置在不包含足够的特征信息的图像中。 这些吸引子可以容易地被随后的分割过程区分开。 因此,有利地,可以将3D可变形模型拟合到具有差的对比度,噪声或图像伪像的图像中的感兴趣的结构。
    • 4. 发明申请
    • POINT SUBSELECTION FOR FAST DEFORMABLE POINT-BASED IMAGING
    • 基于快速基于点的成像的点选择
    • US20090279739A1
    • 2009-11-12
    • US11915752
    • 2006-05-31
    • Michael KausTodd McNuttVladimir Pekar
    • Michael KausTodd McNuttVladimir Pekar
    • G06T7/60
    • G06T7/30
    • A method for selecting vertices for performing deformable registration of imaged objects is provided. The selected vertices form corresponding pairs, each pair including a vertex from a first imaged object and a vertex from a second imaged object. The corresponding vertex pairs are sorted in order of distance between the vertices making up the corresponding vertex pair. The corresponding vertex pair with the greatest distance is given top priority. Corresponding vertex pairs that lie within a selected distance from the selected corresponding vertex pair are discarded. In this manner, the number of vertex pairs used for deformable registration of the imaged objects is reduced and therefore allows for processing times that are clinically acceptable.
    • 提供了一种用于选择用于执行成像对象的变形登记的顶点的方法。 所选择的顶点形成对应的对,每对包括来自第一成像对象的顶点和来自第二成像对象的顶点。 对应的顶点对按照构成相应顶点对的顶点之间的距离的顺序进行排序。 具有最大距离的相应顶点对被赋予最高优先级。 位于距所选择的对应顶点对的选定距离内的相应顶点对被丢弃。 以这种方式,用于成像对象的可变形登记的顶点对的数量减少,因此允许临床可接受的处理时间。
    • 8. 发明授权
    • Point subselection for fast deformable point-based imaging
    • 点选择快速可变形点基成像
    • US08094895B2
    • 2012-01-10
    • US11915752
    • 2006-05-31
    • Michael KausTodd McNuttVladimir Pekar
    • Michael KausTodd McNuttVladimir Pekar
    • G06K9/00G06K9/62G06K9/32
    • G06T7/30
    • A method for selecting vertices for performing deformable registration of imaged objects is provided. The selected vertices form corresponding pairs, each pair including a vertex from a first imaged object and a vertex from a second imaged object. The corresponding vertex pairs are sorted in order of distance between the vertices making up the corresponding vertex pair. The corresponding vertex pair with the greatest distance is given top priority. Corresponding vertex pairs that lie within a selected distance from the selected corresponding vertex pair are discarded. In this manner, the number of vertex pairs used for deformable registration of the imaged objects is reduced and therefore allows for processing times that are clinically acceptable.
    • 提供了一种用于选择用于执行成像对象的变形登记的顶点的方法。 所选择的顶点形成对应的对,每对包括来自第一成像对象的顶点和来自第二成像对象的顶点。 对应的顶点对按照构成相应顶点对的顶点之间的距离的顺序进行排序。 具有最大距离的相应顶点对被赋予最高优先级。 位于距所选择的对应顶点对的选定距离内的相应顶点对被丢弃。 以这种方式,用于成像对象的可变形登记的顶点对的数量减少,因此允许临床可接受的处理时间。