Title :
New extensions of the 3-simplex for exterior orientation
Author :
Steinbis, John M. ; Vincent, Tyrone L. ; Hoff, William A.
Author_Institution :
Colorado Sch. of Mines, Golden, CO
Abstract :
Object pose may be determined from a set of 2D image points and corresponding 3D model points, given the camerapsilas intrinsic parameters. In this paper, two new exterior orientation algorithms are proposed and then compared against the Efficient PnP method and orthogonal iteration algorithm. As an alternative to the homogeneous transformation, both algorithms utilize the 3-simplex as a pose parameterization. One algorithm uses a semidefinite program and the other a Gauss-Newton algorithm.
Keywords :
computer vision; iterative methods; pose estimation; 2D image points; Gauss-Newton algorithm; PnP method; object pose; orthogonal iteration algorithm; pose parameterization; Cameras; Computer vision; Convergence; Equations; History; Iterative algorithms; Least squares methods; Newton method; Recursive estimation;
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
DOI :
10.1109/ICPR.2008.4761302