发明名称 |
Methods and systems for fully automatic segmentation of medical images |
摘要 |
Methods and systems dedicated to automatic object segmentation from image data are provided. In a first step a fuzzy seed set is generated that is learned from training data. The fuzzy seed set is registered to image data containing an object that needs to be segmented from a background. In a second step a random walker segmentation is applied to the image data by using the fuzzy seed set as an automatic seeding for segmentation. Liver segmentation, lung segmentation and kidney segmentation examples are provided. |
申请公布号 |
US8073220(B2) |
申请公布日期 |
2011.12.06 |
申请号 |
US20090426320 |
申请日期 |
2009.04.20 |
申请人 |
KHAMENE ALI;GRADY LEO;RIETZEL EIKE;BOETTGER THOMAS;SIEMENS AKTIENGESELLSCHAFT |
发明人 |
KHAMENE ALI;GRADY LEO;RIETZEL EIKE;BOETTGER THOMAS |
分类号 |
G06K9/34;G06K9/00 |
主分类号 |
G06K9/34 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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