An image processing apparatus generating geometric data of an object includes an obtaining unit configured to obtain a plurality of images of the object, each image captured from different viewpoints, a generating unit configured to generate geometric data of the object from the images obtained by the obtaining unit, and a correcting unit configured to correct the geometric data based on a reliability of at least a part of the geometric data generated by the generating unit.