Patent ID: 11967043
Assignee: ADVANCED MICRO DEVICES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A non-transitory computer readable storage medium storing instructions for efficiently super-resolving an image, the instructions when executed by a processor cause the processor to execute a method comprising:
receiving, by the processor, an input image having a first resolution;
generating, by the processor, at least one linear down-sampled version of the input image via a linear upscaling network;
generating, by the processor, at least one non-linear down-sampled version of the input image via a non-linear upscaling network;
extracting, by the processor, a first feature map from the at least one linear down-sampled version of the input image;
extracting, by the processor, a second feature map from the at least one non-linear down-sampled version of the input image;
converting, by the processor, the at least one linear down-sampled version of the input image and the at least one non-linear down-sampled version of the input image into pixels of an output image having a second resolution higher than the first resolution by combining the at least one linear down-sampled version of the input image and the at least one non-linear down-sampled version of the input image using the first feature map and the second feature map; and
providing, by the processor, the output image for display.