1. A method of filtering a red-eye phenomenon from an acquired digital image comprising a multiplicity of pixels indicative of color, the pixels forming various shapes within the image, the method comprising: (a) analyzing meta-data information including image acquisition device-specific information including color transformation due to spectral response curve of sensor, or overall CCD size, or combinations thereof; and (b) determining, based at least in part on said meta-data analysis, whether one or more regions within said digital image are suspected as including red eye artifact.