DocumentCode
3298297
Title
Do ambiguous reconstructions always give ambiguous images?
Author
Pollefeys, M. ; Van Gool, L.
Author_Institution
Katholieke Univ., Leuven, Belgium
Volume
2
fYear
2001
fDate
2001
Firstpage
187
Abstract
In many cases self-calibration is not able to yield a unique solution for the 3D reconstruction of a scene. This is due to the occurrence of critical motion sequences. If this is the case, an ambiguity is left on the reconstruction. In this paper we derive under which conditions correct novel views can be generated from ambiguous reconstructions. The problem is first approached from a theoretical point of view: It is proven that novel views are correct as long as the inclusion of the next view the sequence yields the same ambiguity on the reconstruction. The problem is therefore much related to the problem of critical motion sequences since the virtual camera can be arbitrarily moved within the smallest critical motion set that the recovered camera motion without distortions becoming visible. Based on these results a practical measure for the expected ambiguity on a novel view generated from the recovered structure and motion is derived. As an application a viewer was built that indicates if a specific novel view can be trusted or not by altering the background color
Keywords
image reconstruction; image sequences; 3D reconstruction; ambiguous images; ambiguous reconstructions; camera motion; critical motion sequences; self-calibration; virtual camera; Application software; Cameras; Collision mitigation; Computer graphics; Computer vision; Distortion measurement; Image reconstruction; Layout; Metrology; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision, 2001. ICCV 2001. Proceedings. Eighth IEEE International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
0-7695-1143-0
Type
conf
DOI
10.1109/ICCV.2001.937623
Filename
937623
Link To Document