形态学对比度算子簇理论完善及其图像分析方法研究

项目名称： 形态学对比度算子簇理论完善及其图像分析方法研究

项目编号： No.61271023

项目类型： 面上项目

立项/批准年度： 2013

项目学科： 无线电电子学、电信技术

项目作者： 白相志

作者单位： 北京航空航天大学

项目金额： 80万元

中文摘要： 本项目是青年科学基金项目中基于Top-hat变换的对比度算子研究内容所取得的研究成果的深入拓展和形态学图像处理的重要研究热点。在分析Toggle及基于Top-hat变换的对比度算子共同特点的基础上，通过建立形态学对比度算子簇及其多尺度扩展理论，构造基于形态学对比度算子簇理论的有效图像分析工具，全面揭示形态学对比度算子进行有效而广泛图像处理与分析的理论基础和有效途径。研究内容包括：Toggle及基于Top-hat变换的对比度算子特性分析；形态学对比度算子簇的构建；基于对比度算子簇的多尺度空间构造基本理论研究；基于对比度算子簇理论的图像分析方法研究；对比度算子簇理论在图像增强与图像质量评价中的应用研究。研究成果将形成并奠定形态学对比度算子簇的理论基础，扩展形态学对比度算子的应用效果与范围，为数学形态学理论的进一步完善和图像处理技术的发展与应用提供新思路和新方法。

中文关键词： 形态学；对比度算子簇；图像分析；；

英文摘要： This project is the further study of the preliminary achievements of the top-hat transform based morphological contrast operator in the National Natural Science Foundation (Youth Science Foundation), and is also the active research area in morphological image processing. Based on the analysis of the common properties of the toggle and top-hat transform based morphological contrast operators, the theoretical foundation of the family of morphological contrast operators and their multi-scale extension would be proposed. Thus, the effective image analysis tool based on the theoretical foundation of the family of morphological contrast operators could be constructed. This would reveal the theoretical foundation and effective ways of morphological contrast operator for wide applications of image processing and analysis. Firstly, the properties of toggle and top-hat transform based morphological contrast operators will be analyzed. Secondly, the construction of the family of morphological contrast operators will be discussed. Thirdly, the theory of constructing multi-scale space based on morphological contrast operator will be deeply studied. Fourthly, the image analysis method based on the theory of morphological contrast operator will be constructed and analyzed. Finally, the research on the applications of image enh

英文关键词： Mathematical morphology；Class of contrast operators；Image analysis；；