EXTRACTING STRUCTURE FROM AN AFFINE VIEW OF A 3D POINT SET WITH ONE OR 2 BILATERAL SYMMETRIES

被引:12
作者
FAWCETT, R
ZISSERMAN, A
BRADY, JM
机构
[1] Department of Engineering Science, University of Oxford, Oxford, OX1 3PJ, Parks Road
关键词
AFFINE STRUCTURE; SYMMETRY; COMPUTER VISION;
D O I
10.1016/0262-8856(94)90015-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We demonstrate that the structure of a 3D point set with a single bilateral symmetry can be reconstructed from an uncalibrated affine image, modulo a Euclidean transformation, up to a four parameter family of symmetric objects that could have given rise to the image. If the object has two orthogonal bilateral symmetries, its shape can be reconstructed, modulo a Euclidean transformation, to a three parameter family of symmetric shapes that could have given rise to the image. Furthermore, if the camera aspects ratio is known, the three parameter family reduces to a single scale and the orientation of the object can be determined. These results are demonstrated using real images with uncalibrated cameras.
引用
收藏
页码:615 / 622
页数:8
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