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Which Distance Function Use in Non-Linear Image Processing for Spectral Images?

机译:哪种距离功能在非线性图像处理中用于光谱图像?

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In a previous work, we developed a distance-based formalism adapted to image processing. In colour, this formalism is correlated to human perception using an adapted distance function. In this work, we extend this framework to multispectral domain. The goal is to construct an image processing formalism guided by a physical point of view. In this context, a suitable distance function between two spectra has to be specified and selected. In this paper, we specify essential characteristics of multivalued distance using two linear transformations. Different multivalued distance behaviours are compared using Gaussian distribution. Next we propose a modified distance using linear transforms. Then we compare the behaviours of different distances on real spectral images after morphological process.
机译:在以前的工作中,我们开发了一种适合于图像处理的距离的形式主义。在颜色中,这种形式主义与使用适应距离功能相关的人类感知。在这项工作中,我们将此框架扩展到多光谱域。目标是通过物理观点来构建图像处理形式主义。在这种情况下,必须指定和选择两个光谱之间的合适的距离功能。在本文中,我们使用两个线性变换指定了多值距离的基本特征。使用高斯分布进行比较不同的多价距离行为。接下来,我们使用线性变换提出修改的距离。然后我们在形态过程之后比较实际光谱图像上不同距离的行为。

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