Patent ID: 11967045
Assignee: SAMSUNG ELECTRONICS CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. An image processing device comprising:
a transceiver configured to obtain an input image;
at least one processor configured to:
convert the input image or a feature map of the input image into a plurality of target input images or target feature maps, wherein a resolution of each of the target input images or the target feature maps is smaller than a resolution of the feature map of the input image or the input image, and pixels at the same position in each of the target input images or the target feature maps are of a neighborhood relationship in the input image or the feature map of the input image;
process at least Apart of the plurality of target input images or target feature maps by one or more convolution blocks in a convolutional neural network; and
increase a resolution of a feature map output from the one or more convolution blocks in the convolutional neural network,

wherein to process the at least the part of the plurality of target input images or target feature maps by the one or more convolution blocks in the convolutional neural network, the at least one processor is further configured to convolute the at least the part of the plurality of target input images or target feature maps according to information differences of the plurality of target input images or the target feature maps.