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Gradation processing algorithm of digital radiological chest image

机译:数字化放射胸部图像的灰度处理算法

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摘要

Gradation processing technology can enhance display contrast of interested region by using linear or nonlinear transform. Current algorithms generally calculate transform parameters depended on experimental statistical values or some simple image processing method such as histogram analysis. They cannot accord with the human subjective vision mechanism nor can they intelligently acquire required parameters. Therefore, processing results are not very accurate or reliable. We propose a gradation processing algorithm of digital radiological chest images based on region growing segmentation technology. It combines self-adapted segmentation with prior knowledge of directed segmentation, and its computation cost is low. It can perform contrast enhancement of the interested regions more accurately, and accords with the human subjective vision mechanism better.
机译:灰度处理技术可以通过使用线性或非线性变换来增强感兴趣区域的显示对比度。当前的算法通常根据实验统计值或某些简单的图像处理方法(例如直方图分析)来计算变换参数。它们不能符合人类的主观视觉机制,也不能智能地获取所需的参数。因此,处理结果不是非常准确或可靠。我们提出了一种基于区域增长分割技术的数字放射胸部图像灰度处理算法。它结合了自适应分割和定向分割的先验知识,计算成本低。它可以更准确地执行感兴趣区域的对比度增强,并更好地符合人类主观视觉机制。

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