肤色检测将YCgCb色彩空间与YCgCr色彩空间统一起来

Zhengzhen Zhang, Yuexiang Shi
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引用次数: 30

摘要

为了更可靠地检测具有复杂背景的彩色人脸图像的肤色,我们提出了一种基于YCgCb色彩空间与YCgCr色彩空间统一的肤色检测方法。自然界中存在着许多与肤色相似的颜色,如沙子、沙滩、泥土、石头、水泥路、木头等。上面提到的东西类似于肤色,给检测人脸颜色带来了很多困难。这个问题还没有完全解决。本文提出了一种用于皮肤颜色检测的Cg-Cb颜色空间分布的圆形拟合和Cg-Cr颜色空间分布的平行四边形拟合。实验结果表明,虽然我们的方法思路简单,但我们的方法速度快,并且可以比以前的方法更好地保留皮肤颜色。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Skin color detecting unite YCgCb color space with YCgCr color space
In order to detect more reliably skin color for color facial image with complicated background, we have presented a detection method based on uniting YCgCb color space with YCgCr color spaced. There exist many colors in nature that are similar to skin color, such as sand, sand beach, soil, stone, cement road, wood, and so on. The things mentioned above are similar to skin color and create many difficulties in detecting human face color. The problem hasn't been solved completely. In this paper we present a circular fitting of distribution of Cg-Cb color space and a parallelogram fitting of distribution of Cg-Cr color space to detect skin color. The experimental results show that even though the idea behind our method is simple, our method is fast, and can also preserve the skin color better than previous methods.
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