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Suppose I transform the image into frequency domain and obtain a 2D array of complex numbers. How can I determine the minimum and maximum frequency from that array? By finding magnitude of each complex number and then applying a search algorithm?

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I think our friends on Stackoverflow have a solution for you that would be helpful. Despite this being MATLAB code, I believe the solution extends to a general answer to your question.

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