A method to denoise low dose CT images without introducing blurriness is shown using cross directional bilateral filtering. Techniques are provided that (1) enhance low-radiation dosage images, beyond just reducing noise, and (2) may be combined with other approaches, such as adaptive exposure techniques and iterative reconstruction, for radiation dose reduction.