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Circularly symmetric 2-D filters can be designed efficiently using the McClellan transformation. This method needs only the 1-D filter coefficients to be stored, and requires only N stages compared to N2 for 2-D convolution filter implementation. The transformation filter has non-circular response for higher wavenumbers. This can be improved upon by using a higher order 2-D filter.

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