Learning-based image interpolation via robust k-NN searching for coherent AR parameters estimation

•Learning-based image interpolation using precise and robust k-NN searching for an accurate AR modeling.•Robustness to insufficient k-NN matches and adaptation to relevant k-NN matches during online searching.•Online coherent soft-decision estimation of both local AR parameters and high-resolution p...

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