JOURNAL ARTICLE

<title>Symmetry measure computation for binary images</title>

A. I. GrenovAlexander V. TuzikovО. В. Кривонос

Year: 1995 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2424 Pages: 394-405   Publisher: SPIE

Abstract

This report is devoted to developing algorithms of symmetry measure computation for binary images. We consider central, rotation and reflection symmetry measures. The algorithms are based either on contour representation of objects or on corresponding symmetrization transformations. Boundary representations based on a centroidal profile as well as on an equi- angular signature are applied. Using centroidal profile and signature representations we propose several simple and fast algorithms for measure computation of convex images. These algorithms are also valid for the evaluation of symmetry measures of nonconvex images. The second group of algorithms is based on a set symmetrization. We apply the corresponding symmetrization transformations via Minkowski addition (difference body, Blaschke symmetrization, etc.). Then the ratio of areas of original and symmetrical images defines an evaluation of symmetry measures. Kovner-Besicovitch symmetry measure is also investigated.

Keywords:
Symmetrization Measure (data warehouse) Computation Binary number Mathematics Reflection symmetry Symmetry (geometry) Signature (topology) Algorithm Boundary (topology) Representation (politics) Rotational symmetry Computer science Combinatorics Geometry Mathematical analysis Arithmetic

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Topics

Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Digital Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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