An approach to Non-Local-Means denoising

In this post we are showing the non local means (NLM) denoising and presenting two different approaches. Given that the naive NLM algorithm has high computational requirements, we present a low rank approximation plus an indexing step that allows us to exploit the non locallity of the algorithm.

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