Multiscale variational decomposition and its application for image hierarchical restoration ?
We propose a multiscale variational decomposition model. We apply the proposed model for hierarchical image restoration and reconstruction. We prove the nontrivial property and the convergence of our model. Experimental results verify the correctness of the theoretical analysis.
multiscale variation image restoration image decomposition primaldual algorithm gradient descent