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Showing 1 open source project for "graph algorithms"

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    DCTV

    DUAL CONSTRAINED TV-BASED REGULARIZATION ON GRAPHS

    ...We use a flexible graph data representation that allows us to generalize the constraint on the projection variable. We show how this new formulation of the TV problem may be solved by means of fast parallel proximal algorithms. On denoising and deblurring examples, the proposed approach is shown not only to perform better than recent TV-based approaches, but also to perform well on arbitrary graphs instead of regular grids.
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