Restoration of images corrupted by Gaussian and uniform impulsive noise

DOI10.1016/j.patcog.2009.11.017zbMath1191.68590OpenAlexW2036359163MaRDI QIDQ962771

Ezequiel López-Rubio

Publication date: 7 April 2010

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2009.11.017

zbMATH Keywords

Gaussian noisekernel regressionimage restorationprobabilistic mixture modelsuniform impulsive noise

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10)

Related Items (9)

Locally adaptive total variation for removing mixed Gaussian–impulse noise ⋮ Removing mixture of Gaussian and impulse noise by patch-based weighted means ⋮ A spatially adaptive hybrid total variation model for image restoration under Gaussian plus impulse noise ⋮ Automated parameter selection in the ${L}^{1} \mbox{-} {L}^{2}$-TV model for removing Gaussian plus impulse noise ⋮ The maximum a posteriori estimation model for signal recovery with mixed Gaussian and impulse noise ⋮ Nonconvex model for mixing noise with fractional-order regularization ⋮ Edge detection with mixed noise based on maximum a posteriori approach ⋮ Restoration of images corrupted by mixed Gaussian-impulse noise via \(l_{1}-l_{0}\) minimization ⋮ Inexact Half-Quadratic Optimization for Linear Inverse Problems

Uses Software

• KernSmooth
• PRMLT

Cites Work

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• An improved kernel regression method based on Taylor expansion
• An algebraic characterization of the optimum of regularized kernel methods
• Time-scale similarities for robust image de-noising
• Multichannel filtering by gradient information
• Image denoising in steerable pyramid domain based on a local Laplace prior
• A new impulse detection and filtering method for removal of wide range impulse noises
• Fuzzy reasoning-based directional median filter design
• A generalization of median filtering using linear combinations of order statistics
• Decoding real block codes: activity detection Wiener estimation
• Efficient Minimization Method for a Generalized Total Variation Functional

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