1. A method for image processing using signal-to-noise ratio dependent filtering, said method comprising: measuring noise in an image; computing a signal-to-noise ratio for the image; selecting parameters for an image filter framework based on the signal-to-noise ratio; and processing the image in the filter framework using the parameters.