The technology that enhances video resolution through machine learning techniques is known as super-resolution. This approach uses advanced algorithms, often based on neural networks, to upscale lower-resolution footage to higher resolutions. By analyzing existing pixels and predicting missing data, super-resolution enhances image quality and clarity. This technology is increasingly applied in various fields, including film production, video games, and even live broadcasts, allowing for a more immersive viewing experience.