A method and system are disclosed for image registration based on hierarchical object modeling. Objects from an image are extracted. Each object is extracted based on at least one characteristic of the object. A hierarchical object tree is generated using the extracted objects based on the characteristics of the objects. An image registration map is defined based on the hierarchical object tree. The image registration map identifies each object of the hierarchical object tree in the image.
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