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Low rank methods have shown to provide excellent denoising performance, of which weighted nuclear norm minimization (WNNM) is particularly effective. It assigns different weights to different singular values. However, it has limitations in three aspects, namely, no consideration of the noise effect on the similarity measure, a fixed feedback proportion of method noise, and an inflexible number of...
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