发明名称 BIOLOGICAL UNIT IDENTIFICATION BASED ON SUPERVISED SHAPE RANKING
摘要 A method of segmenting a digital image of biological tissue includes accessing a ranking model calculated from training data representing shapes of conforming and non-conforming biological unit exemplars. The ranking model may include support vectors defining a hyperplane in a vector space. The method further includes accessing image data representing the digital image, identifying a first shape and a set of second constituent shapes in the digital image, wherein the first shape comprises a union of the set of second constituent shapes, determining a rank of a first data point in the image data corresponding to the first shape and a rank of a second data point in the image data corresponding to the set of second constituent shapes into the vector space, and segmenting the digital image using the first shape or the set of second constituent shapes based on which data point has a greater respective rank.
申请公布号 EP2909793(A4) 申请公布日期 2016.08.17
申请号 EP20130849360 申请日期 2013.10.21
申请人 GENERAL ELECTRIC COMPANY 发明人 HUANG, YUCHI;RITTSCHER, JENS;SANTAMARIA-PANG, ALBERTO
分类号 G06K9/34;G06T7/00 主分类号 G06K9/34
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