A Comprehensive Survey of Deep Learning-based Single-Image Super-Resolution Methods

Deep learning has enabled significant advancements in single-image super-resolution, with numerous methods continuously pushing the state-of-the-art forward. This survey provides a comprehensive overview of deep learning-based SISR techniques, categorizing them based on their specific design targets.