1. A method of reconstructing an image, comprising: receiving low dose X-ray computed tomography (CT) data; applying an analytic principle to an optimization problem to transform the low dose X-ray CT data; and removing a noise included in the low dose X-ray CT data to reconstruct a high-quality image.