公开(公告)号：US11694078B2

公开(公告)日：2023-07-04

申请号：US17081510

申请日：2020-10-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Yongmin Tai ,  Insang Cho ,  Chanyoung Hwang

IPC: G06K9/62 ,  G06N3/04 ,  G06N3/08 ,  G06T3/40 ,  G06F18/2413 ,  G06F18/214 ,  G06N3/045 ,  G06T7/00

CPC classification number: G06N3/08 ,  G06F18/214 ,  G06F18/2413 ,  G06N3/045 ,  G06T3/40 ,  G06T7/0002 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30168 ,  G06T2207/30201

Abstract: An electronic apparatus may include a memory that stores first information regarding a plurality of first artificial intelligence models trained to perform image processing differently from each other and second information regarding a second artificial intelligence model trained to identify a type of an image by predicting a processing result of the image by each of the plurality of first artificial intelligence models. The electronic apparatus may further include a processor configured to identify a type of an input image by inputting the input image to the second artificial intelligence model stored in the memory, and process the input image by inputting the input image to one of the plurality of first intelligence models stored in the memory based on the identified type.

公开(公告)号：US11580354B2

公开(公告)日：2023-02-14

申请号：US16433484

申请日：2019-06-06

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Insang Cho ,  Wonjae Lee ,  Chanyoung Hwang

IPC: G06N3/04 ,  G06K9/62 ,  G06N3/08

Abstract: An apparatus and a method use a convolutional neural network (CNN) including a plurality of convolution layers in the field of artificial intelligence (AI) systems and applications thereof. A computing apparatus using a CNN including a plurality of convolution layers includes a memory storing one or more instructions; and one or more processors configured to execute the one or more instructions stored in the memory to obtain input data; identify a filter for performing a convolution operation with respect to the input data, on one of the plurality of convolution layers; identify a plurality of sub-filters corresponding to different filtering regions within the filter; provide a plurality of feature maps based on the plurality of sub-filters; and obtain output data, based on the plurality of feature maps.

公开(公告)号：US11132775B2

公开(公告)日：2021-09-28

申请号：US16529942

申请日：2019-08-02

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Chanyoung Hwang ,  Wonjae Lee ,  Insang Cho

IPC: G06T5/50 ,  G06F17/15 ,  G06N3/04

Abstract: An image processing apparatus processes an image by using one or more neural networks, and includes a memory storing one or more instructions and data structures for a main neural network and a sub-neural network, and a processor configured to execute the one or more instructions stored in the memory to process an input image by using the main neural network to obtain intermediate result data and a final output image, and to process the intermediate result data by using the sub-neural network to output an intermediate image while the input image is being processed by using the main neural network.