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- Gray_level_size_zone_matrix abstract "The gray level size zone matrix (GLSZM) is the starting point of Thibault matrices. It is an advanced statistical matrix used for texture characterization.For a texture image f with N gray levels, it is denoted and provides a statistical representation by the estimation of a bivariate conditional probability density function of the image distribution values. It is calculated according to the pioneering run length matrix principle (RLM): the value of the matrix is equal to the number of zones of size and of gray level . The resulting matrix has a fixed number of lines equal to N, the number of gray levels, and a dynamic number of columns, determined by the size of the largest zone as well as the size quantization. The more homogeneous the texture, the wider and flatter the matrix. GLSZM does not required computation in several directions, contrary to RLM and co-occurrence matrix (COM). However, it has been empirically proved that the degree of gray level quantization still has an important impact on the texture classification performance. For a general application it is usually required to test several gray-level quantization to find the optimal one with respect to a training dataset.".
- Gray_level_size_zone_matrix thumbnail GlszmExamples.png?width=300.
- Gray_level_size_zone_matrix wikiPageExternalLink AdvancedStatisticalMatrices_ICIP_2011.pdf.
- Gray_level_size_zone_matrix wikiPageExternalLink TextureIndexesAndGrayLevelSizeZoneMatrixApplicationToCellNucleiClassification_PRIP2009.pdf.
- Gray_level_size_zone_matrix wikiPageExternalLink GLSZM.html.
- Gray_level_size_zone_matrix wikiPageExternalLink MGLSZM.html.
- Gray_level_size_zone_matrix wikiPageExternalLink ThibaultMatrices.html.
- Gray_level_size_zone_matrix wikiPageID "35860834".
- Gray_level_size_zone_matrix wikiPageRevisionID "508267624".
- Gray_level_size_zone_matrix hasPhotoCollection Gray_level_size_zone_matrix.
- Gray_level_size_zone_matrix subject Category:Image_processing.
- Gray_level_size_zone_matrix comment "The gray level size zone matrix (GLSZM) is the starting point of Thibault matrices. It is an advanced statistical matrix used for texture characterization.For a texture image f with N gray levels, it is denoted and provides a statistical representation by the estimation of a bivariate conditional probability density function of the image distribution values.".
- Gray_level_size_zone_matrix label "Gray level size zone matrix".
- Gray_level_size_zone_matrix sameAs m.0jwz0bj.
- Gray_level_size_zone_matrix sameAs Q5598262.
- Gray_level_size_zone_matrix sameAs Q5598262.
- Gray_level_size_zone_matrix wasDerivedFrom Gray_level_size_zone_matrix?oldid=508267624.
- Gray_level_size_zone_matrix depiction GlszmExamples.png.
- Gray_level_size_zone_matrix isPrimaryTopicOf Gray_level_size_zone_matrix.
