Patent ID: 11908102
Assignee: BOE TECHNOLOGY GROUP CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. An image processing device, comprising:
a memory, configured to store computer readable instructions non-transitorily; and
a processor, configured to execute the computer readable instructions, wherein
upon the computer readable instructions being executed by the processor, an image processing method is executed, and the image processing method comprises:
obtaining an input image; and
processing the input image by using a generative network to generate an output image,
wherein the generative network comprises a first sub-network and at least one second sub-network, and
the processing the input image by using the generative network to generate the output image comprises:
processing the input image by using the first sub-network to obtain a plurality of first feature images;
performing a branching process and a weight sharing process on the plurality of first feature images by using the at least one second sub-network to obtain a plurality of second feature images; and
processing the plurality of second feature images to obtain the output image,

wherein the generative network further comprises a third sub-network, and
the processing the plurality of second feature images to obtain the output image, comprises:
processing the plurality of second feature images to obtain a plurality of third feature images;
processing the plurality of third feature images by using the third sub-network to obtain a plurality of fourth feature images; and
performing a synthesis process on the plurality of fourth feature images to obtain the output image,

wherein the third sub-network comprises a second backbone network, a fourth branch network, a fifth branch network, and a sixth branch network,
the processing the plurality of third feature images by using the third sub-network to obtain the plurality of fourth feature images, comprises:
processing the plurality of third feature images by using the second backbone network to obtain a plurality of fifth feature images;
dividing the plurality of fifth feature images into a fourth branch input, a fifth branch input, and a sixth branch input; and
processing the fourth branch input by using the fourth branch network to obtain a fourth feature image corresponding to the fourth branch network, processing the fifth branch input by using the fifth branch network to obtain a fourth feature image corresponding to the fifth branch network, and processing the sixth branch input by using the sixth branch network to obtain a fourth feature image corresponding to the sixth branch network; and
the plurality of fourth feature images comprises the fourth feature image corresponding to the fourth branch network, the fourth feature image corresponding to the fifth branch network and the fourth feature image corresponding to the sixth branch network.