Abstract: Single-image super-resolution is a common method for improving the resolution of remote sensing images. However, existing methods often suffer from artifacts and texture distortion when ...

A research team from the Aerospace Information Research Institute of the Chinese Academy of Sciences (AIRCAS) has developed a new method combining deep learning with physical radiative transfer ...

Abstract: This paper proposes a Transformers-based super-resolution method for remote sensing images. Firstly, a remote sensing image super-resolution network based on convolutional neural network and ...