Display device and operation method thereof
AssigneeSamsung Electronics Co., Ltd.
InventorBongjoe Kim
Life of this patent
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Abstract
A display device includes a display, an image receiver configured to receive video content having a first style, a memory storing one or more instructions and including one or more neural networks, and at least one processor configured to execute the one or more instructions stored in the memory to execute the one or more instructions to obtain a feature corresponding to a second style, transfer, by the one or more neural networks, a style of frame images of the video content from the first style to the second style based on the feature, and control the display to display frame images having the second style.
Claims15
A display device comprising:
- a display;
- an image receiver configured to receive game content having a first style;
- a memory storing one or more instructions and comprising one or more neural networks;
- and
- at least one processor configured to execute the one or more instructions stored in the memory to:
- obtain a first feature information of a first frame image among frame images of the game content;
- obtain a feature corresponding to a second style;
- transfer, by using the one or more neural networks, a style of the first frame image from the first style to the second style based on the first feature information and the feature;
- and
- control the display to display the first frame images image having the second style,
- wherein the transferring the style of the first frame image includes converting an appearance of characters or a background style in the first frame image while maintaining content features of the characters or background in the first frame image, and
- wherein the at least one processor is further configured to execute the one or more instructions to, based on a scene of the first frame image being different from a scene of a previous frame image, extract the first feature information of the first frame image by using a first neural network.
An operation method of a display device, the operation method comprising:
- receiving game content having a first style;
- obtaining a first feature information of a first frame image among frame images of the game content;
- obtaining a feature corresponding to a second style;
- transferring, by using one or more neural networks, a style of the first frame image from the first style to the second style based one on the first feature information and the feature;
- and
- displaying the first frame image having the second style,
- wherein the transferring the style of the first frame image includes converting an appearance of characters or a background style in the first frame image while maintaining content features of the characters or background in the first frame image, and
- wherein the obtaining the first feature information of the first frame image includes based on a scene of the first frame image being different from a scene of a previous frame image, extracting the first feature information of the first frame image by using a first neural network.
Dependencies are inferred from the claim text.