Singular values estimation approach to single-frame super-resolution

This paper deals with the problem of reconstructing a high-resolution digital image from a single low-resolution digital image and proposes a singular values estimation approach to the super-resolution. The proposed method estimates singular values in order to restore high-frequency components by using spline interpolation. Numerical examples show that the proposed method can restore high-resolution images efficiently.