A Survey On Image Filtring Algorithms

Reem Alshammari, Fatimah. H Almuhsin, Fatima. A Albuainain, Salma N. Elsadek, Noura. A Alqhtani, Sarah. A Alkhaldi, Sara K Alghamdi, Wedyan S. Alghamdi
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Abstract

Image processing, especially filtering has become important because there are many factors that affect the quality and purity of the images. For example, the change in pixel density or illumination will negatively affect the images; therefore noise should be removed using filtering. Image filtering is useful for many applications including smoothing, sharping, removing noise and edges enhancement. This paper analyses the various algorithms used for image filtering which improves image quality and clarity. The first section introduces different algorithms that are used in image filtering and how each algorithm processes the image. Then, a discussion and analysis of the literature review has been done to classify and compare between the algorithms studied.
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图像滤波算法综述
由于影响图像质量和纯度的因素很多,因此图像处理,特别是滤波变得非常重要。例如,像素密度或照度的变化会对图像产生负面影响;因此,应该使用滤波去除噪声。图像滤波在许多应用中都很有用,包括平滑、锐化、去除噪声和增强边缘。本文分析了用于图像滤波的各种算法,以提高图像质量和清晰度。第一部分介绍了用于图像过滤的不同算法,以及每种算法如何处理图像。然后,对文献综述进行讨论和分析,对所研究的算法进行分类和比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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