491 search results - page 15 / 99 » Complexity-Regularized Image Denoising |
71
Voted
TSP
2010
14 years 4 months ago
2010
This paper deals with the Bayesian signal denoising problem, assuming a prior based on a sparse representation modeling over a unitary dictionary. It is well known that the maximum...
93
Voted
ICIP
2004
IEEE
15 years 11 months ago
2004
IEEE
This paper exploits the interband correlations of color and multispectral images for wavelet-based denoising. For this, a multispectral extension of the linear minimum mean square...
113
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CVPR
2012
IEEE
13 years 3 days ago
2012
IEEE
With the recent availability of commercial light field cameras, we can foresee a future in which light field signals will be as common place as images. Hence, there is an immine...
113
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TIP
2008
14 years 8 months ago
2008
Kernel regression is an effective tool for a variety of image processing tasks such as denoising and interpolation [1]. In this paper, we extend the use of kernel regression for de...
TIP
2010
14 years 4 months ago
2010
Super-resolution (SR) is the process of combining multiple aliased low-quality images to produce a high-resolution high-quality image. Aside from registration and fusion of low-res...