Abstract:
Disclosed is a method of performing upscaling that includes the steps of: parsing an input video; breaking the input video into individual frames; performing upscaling on the individual frames to produce upscaled frames; and stitching the upscaled frames together to produce an upscaled video.
Abstract:
In one aspect, the invention relates to a method of performing upsampling, that includes the steps of: receiving an input image; generating an initial upsampled image using the input image; generating a low-passed image using the input image; and performing self-similarity upsampling using the upsampled image and the low- passed image.
Abstract:
Disclosed is a method of performing upscaling that includes the steps of: parsing an input video; breaking the input video into individual frames; performing upscaling on the individual frames to produce upscaled frames; and stitching the upscaled frames together to produce an upscaled video.
Abstract:
Examples of the present disclosure relate to performing subject oriented compression. A content file, such as a video file, may be received. One or more subjects of interest may be identified in the content file. The identified subjects of interest may be associated with a quantization value that is less than a quantization value associated with the rest of the content. When the content is compressed/encoded, the subjects of interest are compressed/encoded using their associated quantization value while the rest of the content is compressed/encoded using a larger quantization value.