A method,
system and computer-readable medium of filtering
noise pixels and other extraneous data, including
saturated fat tissue and air data in image data is provided. Examples of image data may include but are not limited to
magnetic resonance imaging data and
computed tomography data. The method includes receiving pixel count for each
signal intensity value of the image data; determining a
signal intensity value, Ipeak, corresponding to a pixel count of a greatest number of pixels, Npeak; setting a
noise threshold at a
signal intensity value, Inoise, corresponding to a pixel count, NI, such that NI, is determined based on Npeak; and filtering from the image data one or more pixels with
signal intensity values below the
noise threshold. NI, may be determined such that NI=Npeak / 3 or close to Npeak / 3.