发明名称 |
Manifold learning for discriminating pixels in multi-channel images, with application to image/volume/video segmentation and clustering |
摘要 |
A manifold learning technique is applied to the problem of discriminating an object boundary between neighboring pixels/voxels in an image. The manifold learning technique is referred to as locality preserving projections. The application is for multi-channel images, which may include registered images/volumes, a time series of images/volumes, images obtained using different pulse sequences or contrast factors, radar and color photographs.
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申请公布号 |
US7907777(B2) |
申请公布日期 |
2011.03.15 |
申请号 |
US20050273187 |
申请日期 |
2005.11.14 |
申请人 |
SIEMENS MEDICAL SOLUTIONS USA, INC. |
发明人 |
AHARON SHMUEL;GRADY LEO;SCHIWIETZ THOMAS |
分类号 |
G06K9/34;G06K9/48 |
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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