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

Dongsheng Zhang, Ashok K Samal, James R. Brandle

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

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 (Firms 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.

Original languageEnglish (US)
Pages (from-to)561-572
Number of pages12
JournalInternational Journal of Pattern Recognition and Artificial Intelligence
Volume21
Issue number3
DOIs
StatePublished - May 1 2007

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Fractal dimension

Keywords

  • Foliage distribution
  • Fractal geometry
  • Fractal scale
  • Fractal surface area
  • Tree crown structure

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence

Cite this

A method for estimating fractal dimension of tree crowns from digital images. / Zhang, Dongsheng; Samal, Ashok K; Brandle, James R.

In: International Journal of Pattern Recognition and Artificial Intelligence, Vol. 21, No. 3, 01.05.2007, p. 561-572.

Research output: Contribution to journalArticle

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