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author:

Luan, Haijun (Luan, Haijun.) [1] | Wang, Xiaoqin (Wang, Xiaoqin.) [2] (Scholars:汪小钦) | Tian, Qingjiu (Tian, Qingjiu.) [3] | Wei, Chunzhu (Wei, Chunzhu.) [4] | Wei, Xi (Wei, Xi.) [5] | Zhan, Xilan (Zhan, Xilan.) [6]

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EI Scopus

Abstract:

Till now, there were several methods of fractal texture extraction developed for high-resolution remotely sensed images: triangular prism, fractal Brownian motion, DBC (different box-counting) and multi-fractal. However, one proper method should be selected in application. Upon that, in the paper, taking QuickBird image as example, based on a rather entire classification system founded for the image, fractal dimensions and correlative parameter were utilized to analyze features of those methods; mean, variance and computation time were utilized to compare difference of them. Then several conclusions were drawn through the experiment: fractal texture could be an effective feature to distinguish ground objects; among those methods, triangular prism couldn't do well on ground objects' distinguishing, FBM wasn't accurate (without no-scale part), but DBC and multi-fractal represented better on distinguishing ground objects and computing efficiency. © 2012 IEEE.

Keyword:

Brownian movement Extraction Fractal dimension Fractals Image texture Observatories Prisms Remote sensing Textures

Community:

  • [ 1 ] [Luan, Haijun]International Institute for Earth System Science, Nanjing University, Nanjing, 210093, China
  • [ 2 ] [Luan, Haijun]Spatial Information Research Center of Fujian Province, Fuzhou University, Fuzhou, 350002, China
  • [ 3 ] [Wang, Xiaoqin]Spatial Information Research Center of Fujian Province, Fuzhou University, Fuzhou, 350002, China
  • [ 4 ] [Tian, Qingjiu]International Institute for Earth System Science, Nanjing University, Nanjing, 210093, China
  • [ 5 ] [Wei, Chunzhu]University of Electronic Science and Technology of China, Chengdu, 611731, China
  • [ 6 ] [Wei, Xi]University of Electronic Science and Technology of China, Chengdu, 611731, China
  • [ 7 ] [Zhan, Xilan]Spatial Information Research Center of Fujian Province, Fuzhou University, Fuzhou, 350002, China

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Year: 2012

Page: 201-205

Language: English

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SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 2

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