成人图像识别中的皮肤检测

Jung-Jae Yu, S. Han
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引用次数: 10

摘要

本工作旨在对色情图像中的皮肤区域进行估计,以识别和屏蔽色情内容。我们提出了一种新的皮肤区域估计方法,该方法使用简单的HSV颜色空间运算和附加的后处理来降低噪声影响。我们的方法不需要任何预处理,如对象检测。该算法速度快,结果良好,可用于在主识别前过滤出清晰的无异议图像。因此,该方法可以作为更准确的色情图像识别过程的预处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Skin detection for adult image identification
This work is aimed at the estimation of the skin region in pornographic images to identify and block the pornographic contents. We propose a novel method to estimate the skin region using simple operation in HSV color space and additional postprocessing to reduce the noise effects. Our method does not require any pre-process such as object detection. It is fast and its result is good enough to be used for fitlering out the clear non-objectionable images before main identification process. So the proposed method can be used as pre-processing for more accurate poronographic image identification process.
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