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Offset Smoothing Using the USAN's Principle

机译:使用USAN原理进行偏移平滑

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In this paper the problem of reducing the noise in a digital image preserving information about edges and corners is addressed. To this aim a new technique is described, based on the USAN principle. This principle at each image point swaps the pixel value with a new value, which is more representative of the region where the point lies. This technique is a practical alternative for efficiency and quality of the produced image to the offset-filtering technique proposed by Fischl and Schwartz in [4]. A set of experimental results on artificial and natural noisy images highlights that the new technique has a greater noise reduction capability and preserves edges and corners from smoothing better than other published methods.
机译:在本文中,解决了在保留关于边缘和拐角的信息的数字图像中减少噪声的问题。为此目的,描述了一种基于USAN原理的新技术。每个图像点的该原理将像素值替换为新值,该值更能代表该点所在的区域。这项技术可以有效替代产生的图像的效率和质量,是Fischl和Schwartz在[4]中提出的偏移滤波技术的替代方案。一组针对人工和自然噪声图像的实验结果表明,与其他已发布的方法相比,该新技术具有更大的降噪能力,并且可以更好地保留边缘和角落的平滑度。

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