A method and system for three-dimensional reconstruction of images are provided. The method includes receiving projection data from an imaging device scanning an object, identifying projection data corresponding to a conjugate pair of projection rays, and interpolating the projection data corresponding to the conjugate pair of projection rays to reconstruct an image of the object being scanned.