Deep unfolding networkPersistent memory mechanismPan-sharpeningDepth image super-resolutionMR image super-resolutionGuided image super-resolution (GISR) aims to obtain a high-resolution (HR) target image by enhancing the spatial resolution of a low-resolution (LR) target image under the guidance of ...
In this paper, we propose a novel memory-augmented model-driven deep unfolding network for pan-sharpening. First, we devise the maximal a posterior estimation (MAP) model with two well-designed priors on the latent multi-spectral (MS) image, i.e., global and local implicit priors to ...