A method for estimating fractal dimension of tree crowns from digital images

被引:15
|
作者
Zhang, Dongsheng [1 ]
Samal, Ashok [1 ]
Brandle, James R. [1 ]
机构
[1] Univ Nebraska, Dept Comp Sci & Engn, Sch Nat Resources Sci, Lincoln, NE 68588 USA
关键词
tree crown structure; foliage distribution; fractal scale; fractal surface area; fractal geometry;
D O I
10.1142/S0218001407005090
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new method for estimating fractal dimension of tree crowns from digital images is presented. Three species of trees, Japanese yew (Taxus cuspidata Sieb & Zucc), Hicks yew (Taxus x media), and eastern white pine (Pinus strobus L.), were studied. Fractal dimensions of Japanese yew and Hicks yew range from 2.26 to 2.70. Fractal dimension of eastern white pine range from 2.14 to 2.43. The difference in fractal dimension between Japanese yew and eastern white pine was statistically significant at 0.05 significance level as was the difference in fractal dimension between Hicks yew and eastern white pine. On average, the greater fractal dimensions of Japanese yew and Hicks yew were possibly related to uniform foliage distribution within their tree crowns. Therefore, fractal dimension may be useful for tree crown structure classification and for indexing tree images.
引用
收藏
页码:561 / 572
页数:12
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