Video denoising

Video denoising is the process of removing noise from a video signal. Video denoising methods can be divided into: * Spatial video denoising methods… (More)
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Papers overview

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Review
2018
Review
2018
We study TV regularization, a widely used technique for eliciting structured sparsity. In particular, we propose efficient… (More)
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Highly Cited
2012
Highly Cited
2012
We propose a powerful video filtering algorithm that exploits temporal and spatial redundancy characterizing natural video… (More)
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Highly Cited
2011
Highly Cited
2011
This paper presents a new video restoration scheme based on the joint sparse and lowrank matrix approximation. By grouping… (More)
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Highly Cited
2010
Highly Cited
2010
Most existing video denoising algorithms assume a single statistical model of image noise, e.g. additive Gaussian white noise… (More)
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Highly Cited
2010
Highly Cited
2010
Although the recent advances in the sparse representations of images have achieved outstanding denosing results, removing real… (More)
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Highly Cited
2007
Highly Cited
2007
We propose an effective video denoising method based on highly sparse signal representation in local 3D transform domain. A noisy… (More)
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Highly Cited
2005
Highly Cited
2005
In this letter, improvements to the nonlocal means image denoising method introduced by Buades et al. are presented. The original… (More)
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2005
2005
The problem of denoising of video signals corrupted by additive Gaussian noise is considered in this paper. A novel 3D DCT-based… (More)
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Highly Cited
2003
Highly Cited
2003
The denoising of video data should take into account both temporal and spatial dimensions, however, true 3D transforms are rarely… (More)
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Highly Cited
1999
Highly Cited
1999
This paper proposes a computationally fast scheme for denoising a video sequence. Temporal processing is done separately from… (More)
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