A combined higher order non-convex total variation with overlapping group sparsity for Poisson noise removal

Poisson noise removal is a fundamental image restoration task in imaging science due to the Poisson statistics of the noise. The total variation (TV) image restoration has been promising for Poisson noise removal. However, TV-based denoising methods suffer from the staircase artifacts which makes th...

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Bibliographic Details
Main Authors: Adam, Tarmizi, Paramesran, Raveendran, Ratnavelu, Kuru
Format: Article
Published: Springer Science and Business Media Deutschland GmbH 2022
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Online Access:http://eprints.utm.my/103356/
http://dx.doi.org/10.1007/s40314-022-01828-z
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Institution: Universiti Teknologi Malaysia