发明授权
- 专利标题: Segmentation and identification of layered structures in images
- 专利标题(中): 图像中分层结构的分割和识别
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申请号: US15049103申请日: 2016-02-21
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公开(公告)号: US09589346B2公开(公告)日: 2017-03-07
- 发明人: Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Josheph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
- 申请人: Duke University
- 申请人地址: US NC Durham
- 专利权人: Duke University
- 当前专利权人: Duke University
- 当前专利权人地址: US NC Durham
- 代理机构: Olive Law Group, PLLC
- 主分类号: G06K9/34
- IPC分类号: G06K9/34 ; G06T7/00 ; A61B5/00 ; A61B3/00 ; A61B3/10
摘要:
Disclosed herein are systems and method for segmentation and identification of structured features in images. According to an aspect, a method may include representing an image as a graph of nodes connected together by edges. For example, the image may be an ocular image showing layered structures or other features of the retina. The method may also include adding, to the graph, nodes adjacent to nodes along first and second sides of the graph. The added nodes may have edge weights less than the nodes along the first and second sides of the graph. Further, the method may include assigning start and end points to any of the added nodes along the first and second sides, respectively. The method may also include graph cutting between the start and end points for identifying a feature in the image.
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