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• W2659457917 endingPage "074002" @default.
• W2659457917 startingPage "074002" @default.
• W2659457917 abstract "The minimization of a functional consisting of a combined L1/L2-data-fidelity term and a total variation term, named L1-L2-TV model, is considered to remove a mixture of Gaussian and impulse noise in images, which are possibly additionally deformed by some convolution operator. We investigate analytically the stability of this model with respect to its parameters and link it to a constrained minimization problem. Based on these investigations and a statistical characterization of the mixed Gaussian-impulse noise a fully automated parameter selection algorithm for the L1-L2-TV model is presented. It is shown by numerical experiments that the proposed method finds parameters with which noise is removed considerably while features are preserved in images." @default.
• W2659457917 created "2017-06-30" @default.
• W2659457917 creator A5038986573 @default.
• W2659457917 date "2017-06-21" @default.
• W2659457917 modified "2023-10-02" @default.
• W2659457917 title "Automated parameter selection in the ${L}^{1} mbox{-} {L}^{2}$-TV model for removing Gaussian plus impulse noise" @default.
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• W2659457917 doi "https://doi.org/10.1088/1361-6420/33/7/074002" @default.
• W2659457917 hasPublicationYear "2017" @default.
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