On debiasing restoration algorithms: applications to total-variation and nonlocal-means

Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon

Bias in image restoration algorithms can hamper further analysis, typically when the intensities have a physical meaning of interest, e.g., in medical imaging. We propose to suppre…