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

Claim 0:
1. A processing device comprising:
memory; and
a processor that is communicatively coupled to the memory and configured to:
receive an input image having a first resolution;
generate at least one linear down-sampled version of the input image via a linear upscaling network;
generate at least one non-linear down-sampled version of the input image via a non-linear upscaling network;
extract a first feature map from the at least one linear down-sampled version of the input image;
extract a second feature map from the at least one non-linear down-sampled version of the input image;
convert 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
provide the output image for display.