Semiautomatic tree ring segmentation using Active Contours and an optimised gradient operator

被引:7
作者
Henke, Michael [1 ]
Sloboda, Branislav [1 ]
机构
[1] Univ Gottingen, Dept Ecoinformat Biometr & Forest Growth, Busgenweg 4, D-37077 Gottingen, Germany
关键词
stem disc analysis; filter optimisation; segmentation tool; image analysis;
D O I
10.2478/forj-2014-0020
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
This paper presents an easy and effective method to extract tree rings completely from images of tree discs independent of their source. The method uses Active Contours, often used in medical image processing to detect organs, in combination with an optimised image filter based on the Sobel operator to automatically outline the tree rings. Special attention is given to eliminate critical physical irregularities caused by branches, cracks or colourisations. The work resulted in the implementation of a platform independent, free and open source software solution for semiautomatic tree ring segmentation. Comparison to manual measurements shows that the system is dependable and the results are reproducible. The system has been applied to several conifer species.
引用
收藏
页码:185 / 190
页数:6
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