A hybrid approach of interpolations and CNN to obtain super-resolution

Ram Krishna Pandey, A G Ramakrishnan

We propose a novel architecture that learns an end-to-end mapping function to improve the spatial resolution of the input natural images. The model is unique in forming a nonlinear…