计算
纹理(宇宙学)
模式识别(心理学)
图像纹理
人工智能
计算机科学
灰度级
上下文图像分类
表征(材料科学)
算法
数学
图像(数学)
图像处理
纳米技术
材料科学
作者
Guillaume Thibault,Bernard Fertil,Claire Navarro,Sandrine Pereira,Pierre Cau,Nicolas Lévy,Jean Séqueira,Jean-Luc Mari
出处
期刊:Le Centre pour la Communication Scientifique Directe - HAL - Diderot
日期:2009-01-01
被引量:15
摘要
In this paper, we present a study on the characterization and the classification of textures. This study is performed using a set of values obtained by the computation of indexes. To obtain these indexes, we extract a set of data with two techniques: the computation of matrices which are statistical representations of the texture and the computation of measures. These matrices and measures are subsequently used as parameters of a function bringing real or discrete values which give information about texture features. A model of texture characterization is built based on this numerical information, for example to classify textures. An application is proposed to classify cells nuclei in order to diagnose patients affected by the Progeria disease.
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