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The Study on Video Enhancement in the Low-Light Environment by Spatio-temporal Filtering

机译:时空滤波在弱光环境下视频增强的研究

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In this paper, we propose a video noise reduction method in low light environment. The basic idea is to analyze the pixel characteristic of the image. Divide the image into four kinds of regions and filtering these regions with different ways. The main advantage of the technique is that it is able to reduce the noise variance in smooth areas but at the same time retains the sharpness of edges in object boundaries. For the identification for personal information, the clarity of face feature are enhanced. Experimental results show that our method is superior to other previous methods in the objective evaluation and subjective evaluation of human looking. The filter can achieve higher video quality and improve compression ratio. This filter not only can reduce video noise but also keep real-time process.
机译:在本文中,我们提出了一种在弱光环境下的视频降噪方法。基本思想是分析图像的像素特性。将图像分为四种区域,并以不同的方式过滤这些区域。该技术的主要优点在于,它可以减少平滑区域中的噪声差异,但同时又可以保留对象边界中边缘的清晰度。为了识别个人信息,增强了面部特征的清晰度。实验结果表明,该方法在客观评价和主观评价方面优于其他以往方法。该过滤器可以实现更高的视频质量并提高压缩率。该滤波器不仅可以减少视频噪声,而且可以保持实时处理。

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