Constraints for Jaccard index-based rotational symmetry focus position in binary images

被引:0
|
作者
Lomov, N. A. [1 ]
Seredin, O. S. [1 ]
Liakhov, D. V. [1 ]
Kushnir, O. A. [1 ]
机构
[1] Tula State Univ, Lenin Ave 92, Tula 300012, Russia
基金
俄罗斯科学基金会;
关键词
central symmetry; rotational symmetry; symmetry focus; Jaccard index;
D O I
10.18287/2412-6179-CO-1357
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
This study proposes analytical estimate for the size of a binary raster figure region which is guaranteed to contain the rotational symmetry focus. Focus here is the point a maximum Jaccard index between initial figure and rotated one. The size of the region is determined by the lower es-timate of the intersection area during the rotation of the approximating primitives, considering the sizes of the inner and outer parts of the figure relative to the primitive. The smallest circumscribed circle or ellipse and sets of concentric circles and ellipses produced by the principal component analysis were used as the approximating figure. To verify the hypothesis that the size of the region is insignificant compared to the area of the figure, we numerically simulated the proposed method with test image datasets.
引用
收藏
页码:948 / 957
页数:10
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