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公开(公告)号：US20160171688A1
公开(公告)日：2016-06-16
申请号：US15049103
申请日：2016-02-21
申请人： Duke University
发明人： Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Josheph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
CPC分类号： G06T7/11 , A61B3/0025 , A61B3/102 , A61B5/0066 , A61B5/7203 , A61B2576/02 , G06K9/34 , G06T7/0012 , G06T7/162 , G06T2207/10004 , G06T2207/10101 , G06T2207/30041
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.
摘要翻译： 这里公开了用于分割和识别图像中的结构化特征的系统和方法。 根据一个方面，一种方法可以包括将图像表示为由边缘连接在一起的节点的图形。 例如，图像可以是显示视网膜的分层结构或其他特征的眼睛图像。 该方法还可以包括向图中添加与图的第一和第二侧相邻的节点相邻的节点。 添加的节点可以具有小于沿图的第一和第二侧的节点的边权重。 此外，该方法可以包括分别将起点和终点分配给沿着第一和第二侧的任何添加的节点。 该方法还可以包括用于识别图像中的特征的开始点和结束点之间的图形切割。
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公开(公告)号：US20140334703A1
公开(公告)日：2014-11-13
申请号：US14337215
申请日：2014-07-21
申请人： Duke University
发明人： Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Joseph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
CPC分类号： G06T7/11 , A61B3/0025 , A61B3/102 , A61B5/0066 , A61B5/7203 , A61B2576/02 , G06K9/34 , G06T7/0012 , G06T7/162 , G06T2207/10004 , G06T2207/10101 , G06T2207/30041
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.
摘要翻译： 这里公开了用于分割和识别图像中的结构化特征的系统和方法。 根据一个方面，一种方法可以包括将图像表示为由边缘连接在一起的节点的图形。 例如，图像可以是显示视网膜的分层结构或其他特征的眼睛图像。 该方法还可以包括向图中添加与图的第一和第二侧相邻的节点相邻的节点。 添加的节点可以具有小于沿图的第一和第二侧的节点的边权重。 此外，该方法可以包括分别将起点和终点分配给沿着第一和第二侧的任何添加的节点。 该方法还可以包括用于识别图像中的特征的开始点和结束点之间的图形切割。
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公开(公告)号：US10366492B2
公开(公告)日：2019-07-30
申请号：US15421247
申请日：2017-01-31
申请人： Duke University
发明人： Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Joseph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
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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公开(公告)号：US09589346B2
公开(公告)日：2017-03-07
申请号：US15049103
申请日：2016-02-21
申请人： Duke University
发明人： Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Josheph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
CPC分类号： G06T7/11 , A61B3/0025 , A61B3/102 , A61B5/0066 , A61B5/7203 , A61B2576/02 , G06K9/34 , G06T7/0012 , G06T7/162 , G06T2207/10004 , G06T2207/10101 , G06T2207/30041
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.
摘要翻译： 这里公开了用于分割和识别图像中的结构化特征的系统和方法。 根据一个方面，一种方法可以包括将图像表示为由边缘连接在一起的节点的图形。 例如，图像可以是显示视网膜的分层结构或其他特征的眼睛图像。 该方法还可以包括向图中添加与图的第一和第二侧相邻的节点相邻的节点。 添加的节点可以具有小于沿图的第一和第二侧的节点的边权重。 此外，该方法可以包括分别将起点和终点分配给沿着第一和第二侧的任何添加的节点。 该方法还可以包括用于识别图像中的特征的开始点和结束点之间的图形切割。
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公开(公告)号：US20170140544A1
公开(公告)日：2017-05-18
申请号：US15421247
申请日：2017-01-31
申请人： Duke University
发明人： Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Joseph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
CPC分类号： G06T7/11 , A61B3/0025 , A61B3/102 , A61B5/0066 , A61B5/7203 , A61B2576/02 , G06K9/34 , G06T7/0012 , G06T7/162 , G06T2207/10004 , G06T2207/10101 , G06T2207/30041
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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公开(公告)号：US09299155B2
公开(公告)日：2016-03-29
申请号：US14337215
申请日：2014-07-21
申请人： Duke University
发明人： Sina Farsiu , Stephanie J. Chiu , Cynthia A. Toth , Joseph A. Izatt , Xiao T. Li , Peter Christopher Nicholas
CPC分类号： G06T7/11 , A61B3/0025 , A61B3/102 , A61B5/0066 , A61B5/7203 , A61B2576/02 , G06K9/34 , G06T7/0012 , G06T7/162 , G06T2207/10004 , G06T2207/10101 , G06T2207/30041
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.
摘要翻译： 这里公开了用于分割和识别图像中的结构化特征的系统和方法。 根据一个方面，一种方法可以包括将图像表示为由边缘连接在一起的节点的图形。 例如，图像可以是显示视网膜的分层结构或其他特征的眼睛图像。 该方法还可以包括向图中添加与图的第一和第二侧相邻的节点相邻的节点。 添加的节点可以具有小于沿图的第一和第二侧的节点的边权重。 此外，该方法可以包括分别将起点和终点分配给沿着第一和第二侧的任何添加的节点。 该方法还可以包括用于识别图像中的特征的开始点和结束点之间的图形切割。
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