In this paper, we propose a novel dictionary-driven image denoising method based on correlation preserving on graphs. To overcome the drawbacks of the instable and unreliable correlations among a set ...

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Graph smoothness is an important prior used for designing sampling strategies for graph signals as well as for regularizing the problem of graph learning. Additionally, smoothness is an appropriate ...