Systems and methods for anti-aliasing

A system comprising one or more processors configured to implement a method for anti-aliasing an image frame in an image stream comprising:

• providing an input to a data model, the data model being configured to perform antialiasing on a present frame which is displayed after a previous frame in the image stream,
• the input comprising
• an anti-aliased image of the previous frame,
• an image of the present frame having a lower resolution than the anti-aliased image of the previous frame,
• an ID map of the previous frame,
• an ID map of the present frame, and
• a velocity map based on changes between the previous frame and the present frame;
• processing, by the data model, the received input to correlate image portions of the previous frame and image portions of the present frame based on the input;
• performing, by the data model, anti-aliasing on the image of the present frame based at least in part on the correlated image portions;
• and
• outputting, by the data model, an anti-aliased image of the present frame.

A non-transitory machine-readable medium having stored thereon a set of instructions, which if performed by one or more processors, cause the one or more processors to implement a method for anti-aliasing an image frame in an image stream comprising:

• providing an input to a data model, the data model being configured to perform anti-aliasing on a present frame which is displayed after a previous frame in the image stream,
• the input comprising
• an anti-aliased image of the previous frame,
• an image of the present frame having a lower resolution than the anti-aliased image of the previous frame,
• an ID map of the previous frame,
• an ID map of the present frame, and
• a velocity map based on changes between the previous frame and the present frame;
• processing, by the data model, the received input to correlate image portions of the previous frame and image portions of the present frame based on the input:
• performing, by the data model, anti-aliasing on the image of the present frame based at least in part on the correlated image portions;
• and
• outputting, by the data model, an anti-aliased image of the present frame.