细胞图象的特征描述

Feature Description of Cell Images

  • 摘要: 本文旨在用计算机来定量地描述细胞图象的各种特征,为细胞学家和血液病专家提供对细胞分析研究的手段,也为在模式识别研究中对细胞自动分类和景物理解的知识表达提供依据.通过对细胞图象的定量计算,得到190个特征参数,其中有24个光密度特征参数,106个几何形状特征参数和60个纹理特征参数.

     

    Abstract: The purpose of this paper is to provide cytologists and experts in hematologywith the methodology of analysing and studying cells through quantitative descriptions of various features of cell images given by computers.These quantitative descriptions also provide foundations for automatic classification of cell images and know-ledge expression of scene understanding in the research of pattern recognition.Through analysis of cell images,we have calculated 190 features that include 24 optical density features,106 geometric features and 60 texture features.

     

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