发明名称 Transformation of 3-D object for object segmentation in 3-D medical image
摘要 A method and apparatus for segmenting an object from a three-dimensional image are disclosed. According to the method, first, a surface of the object is estimated using scale estimation processes such as Laplacian-of-Gaussian filters in one, two or three dimensions. Second, the estimated surface is transformed by having a shrink function applied to it independently in each dimension to give a regularly shaped (preferably substantially spherical), non-isotropic shape. The object is segmented from the volume around it, and is inverse-transformed to obtain the original shape, which shape is then isolated from the image volume.
申请公布号 US2016063721(A1) 申请公布日期 2016.03.03
申请号 US201514836821 申请日期 2015.08.26
申请人 CANON KABUSHIKI KAISHA 发明人 NAKANO Yuta
分类号 G06T7/00;G06T15/20;G06K9/52 主分类号 G06T7/00
代理机构 代理人
主权项 1. A method for object segmentation comprising the steps of: obtaining a scale estimation of an object in three dimensions based on a surface of the object in an original volume; transforming the surface of the object to render a regularly-shaped object based on the scale estimation; separating the regularly-shaped object from the surrounding volume; and inverse-transforming the regularly-shaped object to obtain the original object.
地址 Tokyo JP