彩色图像处理中RGB色彩空间与HSI色彩空间的色彩转换公式

Taichi Oinosho, Minako Kameyama, A. Taguchi
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引用次数: 5

摘要

人类色彩的三个属性——色相、饱和度和明度——所表达的色彩空间就是HSI色彩空间。特别是,在彩色图像处理中,需要保留色调,因此使用HSI色彩空间。由于彩色图像是在RGB色彩空间中获取和显示的,因此在HSI色彩空间中进行处理需要与RGB色彩空间进行转换。一般的HSI色彩空间是由Gonzalez和Woods定义的,但其色域与RGB色彩空间有很大的不同。强度值越大,饱和度值越不合适。因此,当强度和饱和度在这个HSI色彩空间中进行处理时,往往会出现处理结果位于RGB色彩空间之外,或者即使处理结果在RGB色彩空间内,也可能不是一个合适的值。本文根据输入信号的值,适当使用RGB色彩空间和CMY色彩空间,并在每个空间转换后的HSI色彩空间中进行处理。在HSI色彩空间进行处理后,利用本文提出的方法转换到RGB色彩空间,以获得与理想HSI色彩空间处理结果相同的处理结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Color Conversion Formulae between RGB Color Space and HSI Color Space for Color Image Processing
The color space expressed by the three attributes of human color, hue, saturation, and lightness, is the HSI color space. In particular, in color image processing, preserving hue is required, therefore the HSI color space is used. Since color images are acquired and displayed in RGB color space, conversion with RGB color space is required for processing in HSI color space. The general HSI color space is defined by Gonzalez and Woods, but the color gamut is very different from the RGB color space. The larger the intensity value, the more inappropriate the saturation value. Thus, when the intensity and saturation are processed in this HSI color space, it is often the case that the processing result is located in outside the RGB color space or even if the processing result is in the RGB color space, it may not be an appropriate value. In this paper, RGB color space and CMY color space are used properly according to the value of the input signal, and processing is performed in the HSI color space converted from each space. After the processing in the HSI color space, we convert to the RGB color space by using a proposed method in this paper, in order to obtain the same processing result as the result of processing in the ideal HSI color space.
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