发明名称 |
SYSTEMS AND METHODS FOR IMAGE SEGMENTATION WITH A MULTI-STAGE CLASSIFIER |
摘要 |
The systems and methods described herein provide for fast and accurate image segmentation through the application of a multi-stage classifier to an image data set. An image processing system is provided having a processor configured to apply a multi-stage classifier to the image data set to identify a distinctive region. The multi-stage classifier can include two or more component classifiers. The first component classifier can have a sensitivity level configured to identify one or more target regions in the image data set and the second component classifier can have a specificity level configured to confirm the presence of the distinctive region in any identified target regions. Also provided is a classification array having multiple multi-stage classifiers for identification and confirmation of more than one distinctive region or for the application of different classification configurations to the image data set to identify a specific distinctive region. |
申请公布号 |
EP1869635(A2) |
申请公布日期 |
2007.12.26 |
申请号 |
EP20060749126 |
申请日期 |
2006.04.03 |
申请人 |
BOSTON SCIENTIFIC LIMITED |
发明人 |
SATHYANARAYANA, SHASHIDHAR |
分类号 |
G06T5/00 |
主分类号 |
G06T5/00 |
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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