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Potential performance tweak on L0smooth #9

@johnnychen94

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@johnnychen94

Tweaking performance can be very difficult and there's no plan to investigate this issue. Running profiler gives me two suspicious performance hotspot

  1. ImageFiltering.freqkernel: https://github.com/johnnychen94/ImageSmooth.jl/blob/1cb03e8949585e3431095e5869e706175df8e103/src/algorithms/l0_smooth.jl#L117-L118
  2. fft! on complex number: https://github.com/johnnychen94/ImageSmooth.jl/blob/1cb03e8949585e3431095e5869e706175df8e103/src/algorithms/l0_smooth.jl#L159-L163

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