Title :
Affine reconstruction from perspective image pairs with a relative object-camera translation in between
Author :
Moons, T. ; Van Gool, L. ; Proesmans, M. ; Pauwels, E.
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven, Belgium
fDate :
1/1/1996 12:00:00 AM
Abstract :
A method is described to recover the three-dimensional affine structure of a scene consisting of at least five points identified in two perspective views with a relative object-camera translation in between. When compared to the results for arbitrary stereo views, a more detailed reconstruction is possible using less information. The method presented only assumes that the two images are obtained by identical cameras, but no knowledge about the intrinsic parameters of the camera(s) or about the performed translation is assumed. By the same method, affine 3D reconstruction from a single view can be achieved for parallel structures. In that case, four points suffice for affine reconstruction
Keywords :
computer vision; image reconstruction; motion estimation; stereo image processing; 3D reconstruction; affine image reconstruction; object-camera translation; perspective projection; repeated structure; shape from motion; stereo views; Cameras; Image reconstruction; Image segmentation; Layout; Machine intelligence; Machine vision; Markov random fields; Pattern analysis; Robot vision systems; Stereo image processing;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on