Application of texture information on classification of remote sensing imagery

WANG Dengfeng, YANG Zhigang , WEI Anshi

JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2010, Vol. 34 ›› Issue (03) : 97-100.

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JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2010, Vol. 34 ›› Issue (03) : 97-100. DOI: 10.3969/j.jssn.1000-2006.2010.03.020

Application of texture information on classification of remote sensing imagery

  • WANG Dengfeng1, YANG Zhigang 2, WEI Anshi2
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Abstract

Considering to the texture differences among foresty types, texture features of forestry were firstly extracted from remote sensing imagery with discrete wavelet transformation, and the imagery was then classified combining objectoriented classification method with the original spectral values and texture features. Six texture measure factors which can reflect the difference efficiently among plant difference are sieved out based on analyzing of wavelet decomposition level, sliding window and texture measure. This method could solve the problems of forestry type classification, tree species classification, etc. The overall classification accuracy reached 92.7 %, and it is much better than traditional method of classification based on pixel values.

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WANG Dengfeng, YANG Zhigang , WEI Anshi. Application of texture information on classification of remote sensing imagery[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY. 2010, 34(03): 97-100 https://doi.org/10.3969/j.jssn.1000-2006.2010.03.020

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