
FixedPoint and Objective Convergence of PlugandPlay Algorithms
A standard model for image reconstruction involves the minimization of a...
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Plugandplay ISTA converges with kernel denoisers
Plugandplay (PnP) method is a recent paradigm for image regularization...
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On the Proof of FixedPoint Convergence for PlugandPlay ADMM
In most stateoftheart image restoration methods, the sum of a datafi...
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On Uniquely Registrable Networks
Consider a network with N nodes in ddimensional Euclidean space, and M ...
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Fast HighDimensional Kernel Filtering
The bilateral and nonlocal means filters are instances of kernelbased f...
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Linearized ADMM and Fast Nonlocal Denoising for Efficient PlugandPlay Restoration
In plugandplay image restoration, the regularization is performed usin...
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Fast HighDimensional Bilateral and Nonlocal Means Filtering
Existing fast algorithms for bilateral and nonlocal means filtering most...
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Fast Adaptive Bilateral Filtering
In the classical bilateral filter, a fixed Gaussian range kernel is used...
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Artifact reduction for separable nonlocal means
It was recently demonstrated [J. Electron. Imaging, 25(2), 2016] that on...
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Pruned nonlocal means
In NonLocal Means (NLM), each pixel is denoised by performing a weighte...
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Fast and Provably Accurate Bilateral Filtering
The bilateral filter is a nonlinear filter that uses a range filter alo...
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On Fast Bilateral Filtering using Fourier Kernels
It was demonstrated in earlier work that, by approximating its range ker...
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Fast and Accurate Bilateral Filtering using GaussPolynomial Decomposition
The bilateral filter is a versatile nonlinear filter that has found div...
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Image Denoising using Optimally Weighted Bilateral Filters: A Sure and Fast Approach
The bilateral filter is known to be quite effective in denoising images ...
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A new ADMM algorithm for the Euclidean median and its application to robust patch regression
The Euclidean Median (EM) of a set of points Ω in an Euclidean space is ...
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Global registration of multiple point clouds using semidefinite programming
Consider N points in R^d and M local coordinate systems that are related...
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On the convergence of the IRLS algorithm in NonLocal Patch Regression
Recently, it was demonstrated in [CS2012,CS2013] that the robustness of ...
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NonLocal Patch Regression: Robust Image Denoising in Patch Space
It was recently demonstrated in [Chaudhury et al.,NonLocal Euclidean Me...
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NonLocal Euclidean Medians
In this letter, we note that the denoising performance of NonLocal Mean...
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Improvements on "Fast spacevariant elliptical filtering using box splines"
It is wellknown that box filters can be efficiently computed using pre...
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