One of the important image processing tasks is to effectively remove a noise from a digital image while keeping
its features intact. In this paper, the robust self-cross bilateral filter realized by the hybridization of the conventional bilateral filter and the switching median filter is proposed in order to realize the noise removal for images corrupted by the mixture of the impulsive and Gaussian noises. The effectiveness and the validity of the proposed method are verified by some experiments using the natural digital images.