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Method and apparatus for shape based deformable segmentation of multiple overlapping objects
Method and apparatus for shape based deformable segmentation of multiple overlapping objects
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机译:基于形状的多个重叠对象的可变形分割的方法和设备
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摘要
The present invention provides a system and method for simultaneous variational and adaptive segmentation of single non-overlapping and multiple overlapping/occluded-objects in an image scene. The method according to the present invention synergistically combines shape priors with boundary and region-based active contours in a level set formulation with a watershed scheme for model initialization for identifying and resolving multiple object overlaps in an image scene. The method according to the present invention comprises learning a shape prior for a target object of interest and applying the shape prior into a hybrid active contour model to segment overlapping and non-overlapping objects simultaneously.
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