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• W2116857329 abstract "In this paper, we propose a denoising method motivated by our previous analysis of the performance bounds for image denoising. Insights from that study are used here to derive a high-performance practical denoising algorithm. We propose a patch-based Wiener filter that exploits patch redundancy for image denoising. Our framework uses both geometrically and photometrically similar patches to estimate the different filter parameters. We describe how these parameters can be accurately estimated directly from the input noisy image. Our denoising approach, designed for near-optimal performance (in the mean-squared error sense), has a sound statistical foundation that is analyzed in detail. The performance of our approach is experimentally verified on a variety of images and noise levels. The results presented here demonstrate that our proposed method is on par or exceeding the current state of the art, both visually and quantitatively." @default.
• W2116857329 created "2016-06-24" @default.
• W2116857329 creator A5002085979 @default.
• W2116857329 creator A5081559513 @default.
• W2116857329 date "2012-04-01" @default.
• W2116857329 modified "2023-10-02" @default.
• W2116857329 title "Patch-Based Near-Optimal Image Denoising" @default.
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• W2116857329 doi "https://doi.org/10.1109/tip.2011.2172799" @default.
• W2116857329 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22020683" @default.
• W2116857329 hasPublicationYear "2012" @default.
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