Approximation Theory of Wavelet Frame Based Image Restoration
Approximation Theory of Wavelet Frame Based Image Restoration
In this paper, we analyze the error estimate of a wavelet frame based image restoration method from degraded and incomplete measurements. We present the error between the underlying original discrete image and the approximate solution which has the minimal $\ell_1$-norm of the canonical wavelet frame coefficients among all possible solutions. …