Recognition of Symmetric 3D Bodies

被引：5
|
作者：
Suk, Tomas [1 ]
Flusser, Jan [1 ]
机构：
[1] Acad Sci Czech Republ, Inst Informat Theory & Automat, Prague 18208 8, Czech Republic
来源：
SYMMETRY-BASEL | 2014年 / 6卷 / 03期
关键词：
rotation symmetry; reflection symmetry; 3D complex moments; 3D rotation invariants; MOMENT FORMS; ROTATION;
D O I：
10.3390/sym6030722
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：
The paper deals with the recognition of symmetric three-dimensional (3D) bodies that can be rotated and translated. We provide a complete list of all existing combinations of rotation and reflection symmetries in 3D. We define 3D complex moments by means of spherical harmonics, and the influence of individual symmetry groups on complex moment values is studied. Each particular symmetry pre-defines certain moment values. These moments can no longer differentiate between two objects of the same symmetry, which decreases the recognition power of the feature set. They should not be included when constructing the invariants. Translation and rotation invariants up to the fourth order are presented and their performance is studied on both artificial and real data.
引用
收藏
页码：722 / 757
页数：36
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