Image contrast enhancement via entropy production

Mario Ferraro , Giuseppe Boccignone
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引用次数: 7

Abstract

In this paper a novel approach for image contrast enhancement is proposed. Employing a thermodynamical model to define local information content, the method derives a measure of local contrast which takes into account spatial structure across multiple scales. From this measure a local contrast map is computed, which is then applied to the image, giving rise to a selective enhancement of the original image. Here some applications to medical images will be presented as well as a comparison with other methods.

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通过熵产生增强图像对比度
本文提出了一种增强图像对比度的新方法。采用热力学模型来定义局部信息内容,该方法推导出考虑到跨多个尺度的空间结构的局部对比度量。从这个度量中计算出一个局部对比度图,然后应用到图像上,从而产生对原始图像的选择性增强。这里将介绍一些在医学图像中的应用,并与其他方法进行比较。
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