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Proceedings Paper

Research on identification and classification of texture based on MATLAB
Author(s): Guo-Jie Suo; Ze-Kai Zheng
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Paper Abstract

To study the different texture analysis methods on the identification degree of different material, now make four types of material experiments, through the recognition accuracy of a variety of materials, to determine the best material texture analysis method. First, list arithmetic, get the GLCM features, Haralick features, Gabor wavelet features and wavelet energy features, each texture analysis methods gets four texture parameters of fabrics, fur, wood and stone, design templet; Secondly, using the Euclidean distance and the Chebychev distance of distance classifier to make accuracy identification of the above characteristics, in order to determine the different texture analysis method on the identification degree of different materials.

Paper Details

Date Published: 15 November 2011
PDF: 7 pages
Proc. SPIE 8335, 2012 International Workshop on Image Processing and Optical Engineering, 833522 (15 November 2011); doi: 10.1117/12.918079
Show Author Affiliations
Guo-Jie Suo, Dalian Nationalities Univ. (China)
Ze-Kai Zheng, Dalian Nationalities Univ. (China)


Published in SPIE Proceedings Vol. 8335:
2012 International Workshop on Image Processing and Optical Engineering
Hai Guo; Qun Ding, Editor(s)

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