JOURNAL OF TEXTILE RESEARCH ›› 2008, Vol. 29 ›› Issue (10): 43-46.

• 纺织工程 • Previous Articles     Next Articles

Study on identification of fabric texture based on gray-level co-occurrence matrix

CHANG Lili;MA Jun;DENG Zhongmin;JIANG Lei   

  1. Wuhan University of Science and Engineering;Wuhan;Hubei 430073;China
  • Received:2007-10-07 Revised:2008-06-04 Online:2008-10-15 Published:2008-10-15

Abstract: By using gray-level co-occurrence matrix(GLCM),a method for analyzing the fabric texture is developed.Firstly,we reduce the amount of calculations by compressing the image grayscales from 256 to 16;Then calculate the GLCM,we select the GLCM parameters ″energy″,″contrast″,″correlation″, ″entropy″ and(″inverse) difference moment″ to describe the textile texture,and compare the analysis results with the actual fabric texture.It shows that the algorithm could extract and analyze the texture of plain,twill and satin weave efficiently,and fabric texture classification can be further realized.

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