1. A method of reconstructing an image, the method comprising: acquiring lost k-space data using an imaging apparatus capable of acquiring k-space data; and reconstructing the image by interpolating additional Fourier data based on the lost k-space data using a low rank matrix completion algorithm, wherein the imaging apparatus comprises at least one of a magnetic resonance imaging (MRI) apparatus, a computed tomography (CT) apparatus, and a diffraction tomography apparatus.