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As shown in Example 52, a geometric mean filter achieves smoothing comparable to the arithmetic mean filter, but it tends to lose less image detail in the process. Harmonic mean filter. The harmonic mean filtering operation is given by the expression. The harmonic mean filter works well for salt noise, but fails for pepper noise.