A theory of shape by space carving

K.N. Kutulakos, S.M. Seitz
1999 Proceedings of the Seventh IEEE International Conference on Computer Vision  
In this paper we consider the problem of computing the 3D shape of an unknown, arbitrarily-shaped scene from multiple photographs taken at known but arbitrarily-distributed viewpoints. By studying the equivalence class of all 3D shapes that reproduce the input photographs, we prove the existence of a special member of this class, the photo hull, that 1 can be computed directly from photographs of the scene, and 2 subsumes all other members of this class. We then give a provably-correct
more » ... , called Space Carving, for computing this shape and present experimental results on complex real-world scenes. The approach is designed to 1 capture photorealistic shapes that accurately model scene appearance from a wide range of viewpoints, and 2 account for the complex interactions between occlusion, parallax, shading, and their view-dependent e ects on scene-appearance.
doi:10.1109/iccv.1999.791235 dblp:conf/iccv/KutulakosS99 fatcat:e663bpprprcrtmlbus2ex4nxzm