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Quantitative Analysis on Mathematical Morphology

机译:数学形态学定量分析

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摘要

Mathematical morphology has austere theoretical basis and explicit conception, and it is associated with many applications in all aspects relative to image processing. The basic operation of morphology is to extract the useful parts in target images with structure elements in order to analyze and process images, in which structure elements are like `probes' with certain shapes and sizes. The shapes and sizes influence image processing results. In this passage, we propose a novel quantitative analysis method for mathematical morphology image processing results which are obtained by morphological operations when different shapes and sizes structure elements are used. We analyze the result images and explain the principles and effects behind the mathematical morphology processing from the view of pixel values.
机译:数学形态学具有严格的理论基础和明确的概念,并且在图像处理的各个方面都与许多应用相关联。形态学的基本操作是使用结构元素提取目标图像中的有用部分,以分析和处理图像,其中结构元素就像具有某些形状和大小的“探针”。形状和大小会影响图像处理结果。在本文中,我们提出了一种新颖的定量分析方法,用于数学形态图像处理结果,当使用不同形状和尺寸的结构元素时,可以通过形态运算获得该结果。我们分析结果图像,并从像素值的角度解释数学形态学处理背后的原理和效果。

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