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An Overview of Pixel Domain and Wavelet Domain Filters for Video Denoising

机译:用于视频去噪的像素域和小波域滤波器概述

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Vision is the most important source of information for humans and video has become a part of the everyday life. Video processing is a particular case of signal processing where the input and output signals are video files or video streams. Video denoising is especially interesting for surveillance systems but als for television and medical video. Many video denoising techniques have been published in the past two decades. They vary in a wide range of complexity, performance and implementation cost. The search for efficient video denoising methods is still a valid challenge at the crossing of functional analysis and statistics. The main focus of this study is to compare various Video Denoising algorithms.
机译:视觉是人类最重要的信息来源,视频已成为日常生活的一部分。视频处理是信号处理的特殊情况,其中输入和输出信号是视频文件或视频流。视频降噪对于监视系统尤为重要,但对于电视和医学视频也是如此。在过去的二十年中,已经发布了许多视频降噪技术。它们的复杂性,性能和实施成本各不相同。在功能分析和统计的交叉领域,寻找有效的视频降噪方法仍然是一个有效的挑战。这项研究的主要重点是比较各种视频降噪算法。

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