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A Sequential Thinning Algorithm For Multi-Dimensional Binary Patterns

Authors :
Jain, Himanshu
Kumar, Archana Praveen
Publication Year :
2017

Abstract

Thinning is the removal of contour pixels/points of connected components in an image to produce their skeleton with retained connectivity and structural properties. The output requirements of a thinning procedure often vary with application. This paper proposes a sequential algorithm that is very easy to understand and modify based on application to perform the thinning of multi-dimensional binary patterns. The algorithm was tested on 2D and 3D patterns and showed very good results. Moreover, comparisons were also made with two of the state-of-the-art methods used for 2D patterns. The results obtained prove the validity of the procedure.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1710.03025
Document Type :
Working Paper