Super Resolution

Super-Resolution is a task in the field of computer vision that aims to enhance the resolution of images or videos by generating missing high-frequency details from low-resolution inputs. Its core objective is to produce output with higher resolution than the original input while maintaining the integrity of the existing content and structure, thereby providing clearer and more detailed visual information in applications such as medical imaging, satellite remote sensing, and video surveillance.