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SR was a good first effort but it relied on spatial upscaling using only the data present within a single frame as input. It applied an upscaling and customized Lanczos sharpening filter, a relatively low overhead way of doing upscaling. However, artifacts were visible at higher upscaling factors and it did nothing to combat