A processing apparatus obtains a contour of a region of interest of a target object and a reference point on the contour from an image of the target object, calculates a distance and an azimuth at an arbitrary position on the contour from the reference point, and generates normalization transformation information for transforming a shape of the region of interest of the target object to a predetermined reference shape based on the distance and the azimuth.