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US 12,597,140 B2Granted
Method, system and device of image segmentation
AssigneeShanghai United Imaging Healthcare Co., Ltd.
InventorsYang Li, Chao-Ran Liu, Wen-Hui Fang
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Abstract
A method of image segmentation, including: acquiring image information, the image information including an image to be segmented, a template, and a segmentation mask; and obtaining a segmentation result of the image to be segmented based on the image information by an image segmentation mode. The image segmentation model includes an image transforming network and a segmenting network.
Claims18
A method of image segmentation, comprising:
- acquiring image information, the image information comprising an image to be segmented, a template, and a segmentation mask of the template;
- and
- obtaining a segmentation result of the image to be segmented based on the image information by an image segmentation model, and the image segmentation model comprising an image transforming network and a segmenting network;
- wherein acquiring the image information comprises:
- acquiring a plurality of moving images and corresponding partition masks;
- registering the plurality of moving images with a standard space, and obtaining a plurality of registered images corresponding to the plurality of moving images;
- and
- generating the template based on the plurality of the registered images.
5 more elements
A system of image segmentation, comprising:
- an image information acquiring module, configured to acquire image information, the image information comprising an image to be segmented, a template, and a segmentation mask of the template;
- and
- an image segmentation module, configured to obtain a segmentation result of the image to be segmented based on the image information by an image segmentation model, and the image segmentation model comprising an image transforming network and a segmenting network;
- and
- a template and mask acquisition module, configured to:
- acquire a plurality of moving images and corresponding partition masks;
- register the plurality of moving images with a standard space, and obtain a plurality of registered images corresponding to the plurality of moving images;
- and
- generate the template based on the plurality of the registered images.
6 more elements
Dependencies are inferred from the claim text.