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Use wavelets to denoise signals and images. Because wavelets localize features in your data to different scales, you can preserve important signal or image features while removing noise.
To smooth and denoise nonuniformly sampled data using the multiscale local polynomial transform (MLPT). The MLPT is a lifting scheme (Jansen, 2013) that shares many characteristics of the
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