Graphical style modification for video games using machine learning
AssigneeSony Interactive Entertainment Inc.
InventorsSudha Krishnamurthy, Ashish Singh, Naveen Kumar, Justice Adams, Arindam Jati, Masanori Omote
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Abstract
Graphical style modification may be implemented using machine learning. A color accommodation module receives an image frame from a host system and generates a color-adapted version of the image frame. A Graphical Style Modification module generates a style adapted video stream by applying a style adapted from a target image frame to each image frame in a buffered video stream.
Claims13
A system for enhancing Audio Visual content, the system comprising:
- a processor;
- a memory coupled to the processor;
- non-transitory executable instructions embedded in memory configured to implement a method of Graphical Style Modification upon execution by the processor, the method comprising:
- generating a style adapted video stream by applying a style adapted from a target image frame to each image frame in a buffered video stream for a duration of the buffered video stream that is less than or equal to the time it takes for a Graphical Style Modification neural network to apply the style adapted from the target image frame to said each image frame in the buffered video stream.
A method for enhancing Audio Visual content, comprising:
- generating a style adapted video stream by applying a style adapted from a target image frame to each image frame in a buffered video stream for a duration of the buffered video stream that is less than or equal to the time it takes for a Graphical Style Modification neural network to apply the style adapted from the target image frame to said each image frame in the buffered video stream.
A non-transitory computer-readable medium having computer readable instructions embodied therein, the instructions being configured upon execution to implement a method for enhancing Audio Visual content, the method, comprising;
- generating a style adapted video stream by applying a style adapted from a target image frame to each image frame in a buffered video stream for a duration of the buffered video stream that is less than or equal to the time it takes for a Graphical Style Modification neural network to apply the style adapted from the target image frame to said each image frame in the buffered video stream.
Dependencies are inferred from the claim text.