DocumentCode
1642779
Title
Constraint on five points in two images
Author
Werner, Tomas
Author_Institution
Center for Machine Perception, Czech Tech. Univ., Prague, Czech Republic
Volume
2
fYear
2003
Abstract
It is well-known that epipolar geometry relating two uncalibrated images is determined by at least seven correspondences. If there are more than seven of them, their positions cannot be arbitrary if they are to be projections of any world points by any two cameras. Less than seven matches have been thought not to be constrained in any way. We show that there is a constraint even on five matches, i.e., that there exist forbidden configurations of five points in two images. The constraint is obtained by requiring orientation consistence points on the wrong side of rays are not allowed. For allowed configurations, we show that epipoles must lie in domains with piecewise-conic boundaries, and how to compute them. We present a concise algorithm deciding whether a configuration is allowed or forbidden.
Keywords
computational geometry; image matching; camera; computer vision; correspondence position; epipolar geometry; five point constraint; orientation consistence-point; oriented projective geometry; photogrammetry; piecewise-conic boundary; point configuration; synthetic projective geometry; uncalibrated image; vector space representation; Cameras; Computational geometry; Computer Society; Computer vision; Linear algebra; Pattern recognition; Pixel; Retina; Solid modeling; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition, 2003. Proceedings. 2003 IEEE Computer Society Conference on
ISSN
1063-6919
Print_ISBN
0-7695-1900-8
Type
conf
DOI
10.1109/CVPR.2003.1211471
Filename
1211471
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