1. An approach for reducing complexity of digitized images by using visual attention, comprising: determining a gradient image of an input image; determining a YUV image of the input image; evaluating gradient pixels of the gradient image; processing the gradient pixels having values meeting an adaptive threshold; evaluating Y-channel pixels of the YUV image as contrast pixels; processing contrast pixels having values meeting an adaptive threshold; and merging processed gradient and contrast pixels into an output image.