最佳肤色检测的色彩空间性能分析

Amit Kumar, Shivani Malhotra
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引用次数: 4

摘要

在人机界面应用的开发中,与肤色有关的信息被广泛利用。皮肤是人类最大的部分。人的肤色与墙漆、木材等非肤色材料有相似之处。因此,需要设计一种高效的人机界面(HCI)系统来区分它们。成像设备获得的默认色彩空间为RGB,与其他色彩空间相比,使用该色彩空间处理所需的时间更长,因此需要进行色彩空间变换。因此,本文根据处理时间和计算复杂度来评价系统的性能。验证了应用程序结构的简化也缩短了处理时间。分析了两种不同的色空间方案在恒定环境下处理固定帧数视频信号的计算时间,并在此基础上提出了一种更好的色空间方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of Color Space for Optimum Skin Color Detection
In the development of Human computer interface applications information related to skin color is extensively utilized. Reason being skin is the biggest part of human being. Human skin color shows resemblance with non-skin colored material like wall paint, wood etc. So an efficient human computer interface (HCI) system is required to be designed which can distinguish between them. The default color space obtained from imaging device is RGB and processing with this color space takes more time as comparison to other color spaces, hence color space transformation is required. Thus in this paper system performance is evaluated on the basis of processing time and computational complexity. It is verified that less complex structure of application reduces the processing time too. Using two different color space schemes computational time for processing a fixed number of frames of video signal in a constant environment are evaluated and on the basis of that a better color scheme method is proposed.
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