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- W72875788 abstract "The aim of this paper is to analyze the behavior of the Interior Point methodsfor an image processing application that requires to solve a large–scalenonlinear programming problem, such as the denoising of an image corruptedby Poisson noise. We devise two different IP algorithms followingthe two well known globalization strategies, line search and trust region,with the aim to obtain an acceptable compromise between convergencerate and computational cost per iteration. The results of a numericalexperimentation on a set of denoising problems show that the obtainedalgorithms can be useful for computing high accuracy solutions." @default.
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- W72875788 date "2011-07-19" @default.
- W72875788 modified "2023-09-27" @default.
- W72875788 title "Analysis of interior point methods for edge preserving removal of Poisson noise" @default.
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