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This paper discusses ways of using a single panoramic image (captured by a rotating sensor-line camera having very-high spatial resolution) for the geometric shape recovery of a shown object. The objective is to create a sparse polyhedral model, only allowing a few interactive user inputs for a given single panoramic image. The study was motivated by the general question whether a single panoramic image projection allows some kind of 3D shape recovery, possibly benefitting from available monocular approaches for standard (say, pinhole-type) camera models.

Monocular 3D Reconstruction of Objects Based on Cylindrical Panoramas