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Skin Color Based Lightness Correction Method for Digital Color Images

机译:基于肤色的数字彩色图像亮度校正方法

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摘要

We developed a new method for correcting lightness in images in response to the fact that people are most critical about the color of human skin in photographs, and other forms of image reproduction. Conventional methods that are based on color distribution of an image can finely correct the lightness of most of the image, but cannot always finely correct the lightness of the skin. An image with an inappropriate skin lightness is not always evaluated highly, even if the lightness of the entire image is acceptable, because we pay special attention to skin color. We focused on the fact that the accuracy required to reproduce the lightness of the skin and an entire image is different. We think that deviation from the optimal lightness of skin color seriously affects perception, while deviation of an entire image has much less effect. Therefore, images with people can be further enhanced by adjusting lightness according to the difference between the actual lightness and the optimal lightness of skin color after the lightness has been corrected on the basis of color distribution. We developed a lightness correction method based on this phenomenon. We evaluated our method by visual assessment. The results reveal that the performance of our method is superior to conventional methods.
机译:响应人们对照片和其他形式的图像复制中人类皮肤的颜色至关重要的事实,我们开发了一种校正图像亮度的新方法。基于图像的颜色分布的常规方法可以精细地校正大部分图像的亮度,但是不能总是精细地校正皮肤的亮度。即使整个图像的亮度都可以接受,也不总是会高度评价皮肤亮度不适当的图像,因为我们会特别注意皮肤的颜色。我们关注的事实是,再现皮肤和整个图像的亮度所需的精度是不同的。我们认为,偏离肤色的最佳亮度会严重影响感知,而整个图像的偏离影响则小得多。因此,在根据颜色分布校正了明度之后,通过根据实际明度与皮肤的最佳明度之间的差异来调节明度,可以进一步增强人的图像。我们基于这种现象开发了亮度校正方法。我们通过视觉评估来评估我们的方法。结果表明,我们的方法的性能优于常规方法。

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