Research on identification and classification of texture based on MATLAB

Guo-Jie Suo; Ze-Kai Zheng

doi:10.1117/12.918079

15 November 2011 Research on identification and classification of texture based on MATLAB

Guo-Jie Suo, Ze-Kai Zheng

Proceedings Volume 8335, 2012 International Workshop on Image Processing and Optical Engineering; 833522 (2011) https://doi.org/10.1117/12.918079
Event: 2012 International Workshop on Image Processing and Optical Engineering, 2012, Harbin, China

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.

Citation Download Citation

Guo-Jie Suo and Ze-Kai Zheng "Research on identification and classification of texture based on MATLAB", Proc. SPIE 8335, 2012 International Workshop on Image Processing and Optical Engineering, 833522 (15 November 2011); https://doi.org/10.1117/12.918079

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