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answered Nov 19 '12

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From the doc:

Median and bilateral filters work with 1- or 3-channel 8-bit images and can not process images in-place.

You must use different matrices for input and output, e.g. cvSmooth(*src, *dst, CV_MEDIAN, param1, 0);