Sc. Pei et Lg. Liou, FINDING THE MOTION, POSITION AND ORIENTATION OF A PLANAR PATCH IN 3D SPACE FROM SCALED-ORTHOGRAPHIC PROJECTION, Pattern recognition, 27(1), 1994, pp. 9-25
Citations number
28
Categorie Soggetti
Computer Sciences, Special Topics","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
For the time being, many methods about how to solve the motion and str
ucture of a rigid object in 3D space by using point or line correspond
ences have been widely researched. In this paper, the projected 2D ima
ge shapes of planar patches in 3D space are used as our basic image fe
atures. We try to determine the motion parameters and plane equations
of planar patches in 3D space from the relationships among their obser
ved image shapes. Besides, scaled-orthographic projection is used inst
ead of the original perspective projection because of its simpler and
tractable mathematical formulas. Not only a closely-approximate model
to perspective projection, it further solves the inherent depth indete
rminancy which exists in orthographic projection. Moreover, after appl
ying a pre-processing of rotation correction to the original image dat
a, our estimation result can achieve a better numerical solution than
that without this pre-processing. Simulation experiments show the exce
llence of our algorithms in estimating the motion parameters. Ambiguit
ies, indeterminancy, and data degeneracy are also carefully discussed
in this paper, which provides some important insights to the problems.