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» Complexity-Regularized Image Denoising
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97
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ICIP
2008
IEEE
15 years 9 months ago
Efficient nonlocal-means denoising using the SVD
Nonlocal-means (NL-means) is an image denoising method that replaces each pixel by a weighted average of all the pixels in the image. Unfortunately, the method requires the comput...
Jeff Orchard, Mehran Ebrahimi, Alexander Wong
91
Voted
ICPR
2008
IEEE
15 years 9 months ago
A device enhancing and denoising algorithm for X-ray cardiac fluoroscopy
In X-ray interventional imaging, improved denoising enables lower X-ray dose and better visualization, resulting in increased confidence in the therapeutic act. This article focu...
Vincent Bismuth, Régis Vaillant
142
Voted
IJON
2006
169views more  IJON 2006»
15 years 2 months ago
Denoising using local projective subspace methods
In this paper we present denoising algorithms for enhancing noisy signals based on Local ICA (LICA), Delayed AMUSE (dAMUSE) and Kernel PCA (KPCA). The algorithm LICA relies on app...
Peter Gruber, Kurt Stadlthanner, Matthias Böh...
115
Voted
CVPR
2010
IEEE
15 years 11 months ago
Denoising vs. Deblurring: HDR Imaging Techniques Using Moving Cameras
New cameras such as the Canon EOS 7D and Pointgrey Grasshopper have 14-bit sensors. We present a theoretical analysis and a practical approach that exploit these new cameras with ...
Li Zhang, Alok Deshpande, Xin Chen
98
Voted
IGARSS
2010
15 years 22 days ago
A nonlocal approach for SAR image denoising
Speckle reduction is a key step in several SAR image processing procedures. In this paper, a new despeckling technique based on the "nonlocal" denoising filter BM3D [1] ...
Sara Parrilli, Mariana Poderico, Cesario Vincenzo ...