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Method and apparatus for measuring color-texture distance, and method and apparatus for sectioning image into plurality of regions using measured color-texture distance

机译:测量颜色纹理距离的方法和设备,以及使用测量的颜色纹理距离将图像分割为多个区域的方法和设备

摘要

A method and apparatus for measuring a color-texture distance and a method and apparatus for sectioning an image into a plurality of regions using the measured color-texture distance are provided. The method of measuring a color-texture distance includes the steps of: assigning different degrees of importance to a brightness difference, a saturation difference, and a hue difference between two points in a color feature space constituted of color feature values of pixels in an image, and adding the brightness difference, the saturation difference, and the hue difference in proportion to the assigned degrees of importance to calculate a color distance between the two points; obtaining a texture distance between the two points using a difference between texture feature values of the two points and weighting coefficients applied to multi scales of a texture, in a texture feature space constituted of texture feature values for the pixels; and multiplying a color weight value and a texture weight value by the color distance and the texture distance, respectively, adding the multiplication results to each other, and obtaining the color-texture distance between the two points. The degrees of importance are determined on the basis that a hue is more important than a brightness or a saturation, a color becomes black as the brightness approaches an absolute value, and the hue has an arbitrary value as the saturation approaches the absolute value.
机译:提供了一种用于测量色纹理距离的方法和设备以及一种用于使用所测量的色纹理距离将图像分割成多个区域的方法和设备。测量颜色纹理距离的方法包括以下步骤:对由图像中像素的颜色特征值构成的颜色特征空间中的两点之间的亮度差,饱和度差和色相差赋予不同的重要性程度。 ,并将亮度差,饱和度差和色相差与指定的重要程度成比例地相加,以计算两点之间的色差;在由像素的纹理特征值构成的纹理特征空间中,使用两点的纹理特征值之间的差和应用于多个尺度的纹理的加权系数,获得两点之间的纹理距离;将颜色权重值和纹理权重值分别乘以颜色距离和纹理距离,将相乘结果相加,得到两点之间的颜色纹理距离。重要程度的确定是基于色相比亮度或饱和度更重要,随着亮度接近绝对值,颜色变为黑色,而当饱和度接近绝对值时,色调具有任意值。

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