Posterior-Variance–Based Error Quantification for Inverse Problems in Imaging

D Narnhofer, A Habring, M Holler, T Pock - SIAM Journal on Imaging Sciences, 2024 - SIAM
In this work, a method for obtaining pixelwise error bounds in Bayesian regularization of
inverse imaging problems is introduced. The proposed method employs estimates of the …

Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging

D Narnhofer, A Habring, M Holler, T Pock - arXiv preprint arXiv …, 2022 - arxiv.org
In this work, a method for obtaining pixel-wise error bounds in Bayesian regularization of
inverse imaging problems is introduced. The proposed method employs estimates of the …

Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging

D Narnhofer, A Habring, M Holler, T Pock - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
In this work, a method for obtaining pixel-wise error bounds in Bayesian regularization of
inverse imaging problems is introduced. The proposed method employs estimates of the …