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author:

Luan, H. (Luan, H..) [1] | Wang, X. (Wang, X..) [2] | Tian, Q. (Tian, Q..) [3] | Wei, C. (Wei, C..) [4] | Wei, X. (Wei, X..) [5] | Zhan, X. (Zhan, X..) [6]

Indexed by:

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:

comparison; fractal; high-resolution remotely sensed images; QuickBird; texture exaction

Community:

  • [ 1 ] [Luan, H.]International Institute for Earth System Science, Nanjing University, Nanjing, 210093, China
  • [ 2 ] [Luan, H.]Spatial Information Research Center of Fujian Province, Fuzhou University, Fuzhou, 350002, China
  • [ 3 ] [Wang, X.]Spatial Information Research Center of Fujian Province, Fuzhou University, Fuzhou, 350002, China
  • [ 4 ] [Tian, Q.]International Institute for Earth System Science, Nanjing University, Nanjing, 210093, China
  • [ 5 ] [Wei, C.]University of Electronic Science and Technology of China, Chengdu, 611731, China
  • [ 6 ] [Wei, X.]University of Electronic Science and Technology of China, Chengdu, 611731, China
  • [ 7 ] [Zhan, X.]Spatial Information Research Center of Fujian Province, Fuzhou University, Fuzhou, 350002, China

Reprint 's Address:

  • [Luan, H.]International Institute for Earth System Science, Nanjing University, Nanjing, 210093, China

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Source :

Proceedings of the 2nd International Workshop on Earth Observation and Remote Sensing Applications, EORSA 2012

Year: 2012

Page: 201-205

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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