Ambiguity in reconstruction from images of six points

Let S be a set of six points in space, let /spl psi/ be any hyperboloid of one sheet containing S, and let I be a sequence of images of S taken by an uncalibrated camera moving over /spl psi/. Then reconstruction from I is subject to a three way ambiguity which is unbroken as long as the optical centre of the camera remains on /spl psi/. Let p be an image of S taken from a point on /spl psi/. The images 'near' p define a tangent space which splits into a direct sum W/sub p//spl oplus/N/sub p//spl oplus/F/sub p/, where W/sub p/ corresponds to images near p for which the ambiguity is maintained, N/sub p/ corresponds to images for which the ambiguity is broken and F/sub p/ corresponds to images which are physically impossible.

[1]  Paul A. Beardsley,et al.  3D Model Acquisition from Extended Image Sequences , 1996, ECCV.

[2]  Olivier Faugeras,et al.  Three-Dimensional Computer Vision , 1993 .

[3]  Olivier D. Faugeras,et al.  On the geometry and algebra of the point and line correspondences between N images , 1995, Proceedings of IEEE International Conference on Computer Vision.

[4]  Long Quan,et al.  Invariants of 6 Points from 3 Uncalibrated Images , 1994, ECCV.

[5]  B. Triggs The Geometry of Projective Reconstruction I: Matching Constraints and the Joint Image , 1995 .

[6]  J. Semple,et al.  Introduction to Algebraic Geometry , 1949 .

[7]  Thomas S. Huang,et al.  Theory of Reconstruction from Image Motion , 1992 .

[8]  Jan-Olof Eklundh,et al.  Computer Vision — ECCV '94 , 1994, Lecture Notes in Computer Science.

[9]  O. Faugeras Stratification of three-dimensional vision: projective, affine, and metric representations , 1995 .

[10]  S. P. Mudur,et al.  Three-dimensional computer vision: a geometric viewpoint , 1993 .

[11]  Amnon Shashua,et al.  Algebraic Functions For Recognition , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[12]  Andrew Zisserman,et al.  Robust parameterization and computation of the trifocal tensor , 1997, Image Vis. Comput..

[13]  Arthur B. Coble Algebraic geometry and theta functions , 1929 .

[14]  A. Heyden Geometry and algebra of multiple projective transformations , 1995 .

[15]  H. P. Algebraic Geometry and Theta Functions , 1930, Nature.

[16]  Anders Heyden,et al.  Algebraic Varieties in Multiple View Geometry , 1996, ECCV.