1. A method for estimating image noise, said method comprising: sampling image data for at least one of a column and a row of pixels of said image; applying at least one filter on sampled image data resulting in at least one sequence of filtered values; correcting phase shift for said sequences of filtered values; selecting a feature set of pixels of said image; and determining an image noise estimation based on at least one of said filtered values and said feature set of pixels.