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I'm trying to make some simply autofocus algorithm for my device and pretty confused with 2D FFT results. As I know for now - number of high-frequency's components in 2D FFT will say me that image is more focused, than other one where 2D FFT got more low-frequency's components. And i do not know how to calculate this parameter.

I'm thinking about applying high-pass filter, but how i should choose cut-off frequency? In 1D FFT it's pretty simple to determine just looking at the picture of 1D FFT..

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  • $\begingroup$ You will have to do a 3d plot, and based on the plot you can know where most of your energy concentrated. $\endgroup$
    – Adel Bibi
    Jul 7, 2014 at 19:43
  • $\begingroup$ If you're using Matlab, have a look at this, based on this paper. $\endgroup$
    – Pokey McPokerson
    Jul 8, 2014 at 7:32
  • $\begingroup$ Thanks for answers. But, anyway even with 3d plot how i can get some numbers from 2D FFT for high-frequency and low-frequency? If I'm working with 1D FFT with some signal, there is mathematical equalition which can take me from bins to frequency. If i will switch (and i will) from Matlab to c# i wont be able to plot 3d graphics in my application. $\endgroup$
    – Araxnid
    Jul 9, 2014 at 13:21

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What about just integrating the energy in the high frequencies?
You can do that after applying High Pass filter which is equivalent of weighting high frequencies differently.

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