A novel face-hallucination scheme based on singular value decomposition
A method for estimating HR face images based on SVD is proposed. The singular values of an image at different resolutions have approximately linear relationships. Methods to estimate the singular values and the two matrices of a HR face are proposed. Our algorithm can produce plausible HR images from LR face images.
singular value decomposition face hallucination face super-resolution mapping model holistic constraints