An Algorithm of Texture Classification Based on Feature Extraction and BP Neural Network

doi:10.12733/jics20105651

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Abstract In this paper, we apply the texture conception of natural language to the texture classification, and classify the natural texture into ten classes. Basing on the above, we found a small image library of natural texture. In the thesis, we discuss the common means of texture feature extraction, and bring forward a specific algorithm for Gabor filter. In order to validity of the feature extraction, we adopt the BP network as the classifier to carry out our experiments, which bring us satisfying results.

Key words： Texture Classification Feature Extraction BP Neural Network

DOI:10.12733/jics20105651

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	Articles by authors
	Tongyan Liu
	Zongguo Liu
	Guoqing Wu

Cite this article:

Tongyan Liu,Zongguo Liu,Guoqing Wu. An Algorithm of Texture Classification Based on Feature Extraction and BP Neural Network[J]. , 2015, 12(6): 2315-2323.

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http://manu35.magtech.com.cn/Jwk_ics/EN/10.12733/jics20105651 OR http://manu35.magtech.com.cn/Jwk_ics/EN/Y2015/V12/I6/2315

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