SHAPE FROM SYMMETRY - DETECTING AND EXPLOITING SYMMETRY IN AFFINE IMAGES

被引:42
作者
MUKHERJEE, DP
ZISSERMAN, A
BRADY, M
机构
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 1995年 / 351卷 / 1695期
关键词
D O I
10.1098/rsta.1995.0026
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We investigate the constraints placed on the image projection of a planar object having local reflectional symmetry. Under the affine approximation to projection, we demonstrate an efficient (low-complexity) algorithm for detecting and verifying symmetries despite the distorting effects of image skewing. The symmetries are utilized for three distinct tasks: first, determining image back-projection up to a similarity transformation ambiguity; second, determining the object plane orientation (slant and tilt); and third, as a test for non-coplanarity amongst a collection of objects. These results are illustrated throughout with examples from images of real scenes.
引用
收藏
页码:77 / 106
页数:30
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