Method and apparatus for probabilistic atlas based on shape...

Image analysis – Applications – Biomedical applications

Reexamination Certificate

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C382S215000, C382S228000, C345S441000, C378S037000

Reexamination Certificate

active

07907768

ABSTRACT:
Methods and an apparatus process images. The method according to one embodiment accesses digital image data representing a plurality of objects with a plurality of features; generates a shape model for shapes of the plurality of objects, the step of generating a shape model including generating a baseline object by aligning the plurality of objects, and determining deformation modes to describe shape deformations between shapes of the plurality of objects and the baseline object; performs shape registration for the plurality of objects by fitting shapes of the plurality of objects using combinations of the deformation modes, to obtain registered shapes; and generates a probabilistic atlas by mapping the plurality of features from the plurality of objects to the baseline object, using the registered shapes for the plurality of objects.

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