Video super-resolution (VSR) is a technique used to enhance the resolution of video content, effectively increasing the number of pixels in each frame to improve detail and clarity. The goal of VSR is to take low-resolution video and generate a higher-resolution version, making it appear more detailed and sharp. This process becomes particularly useful for applications in media, entertainment, surveillance, and medical imaging, where high-resolution visuals can significantly enhance the viewer's experience or aid in analysis.

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