1. An electronic device with image identification function, comprising: a storage unit, for storing a color source image; and, a texture determination unit, electrically connected to the storage unit, for proceeding texture feature extraction on the color source image to obtain the plurality of texture parameters; a color determination unit, electrically connected to the storage unit, for proceeding texture feature extraction on the color source image to obtain a plurality of color momentums; and an identification unit, electrically connected to the texture determination unit and the color determination unit, for weighting the plurality of texture parameters and the plurality of color momentums to obtain an image identification parameter corresponding to the color source image.