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公开(公告)号：US11062427B2
公开(公告)日：2021-07-13
申请号：US16720433
申请日：2019-12-19
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Insang Cho , Kiwon Yoo , Wonjae Lee , Daesung Cho , Chanyoung Hwang
Abstract: Disclosed is an electronic apparatus. The electronic apparatus includes: a memory configured to store information regarding an artificial intelligence model including a plurality of layers; and a processor configured to perform interpolation processing on an input image and to process the interpolated image using the artificial intelligence model to obtain an output image, wherein the processor is configured to be operated in a first mode or a second mode based on an update of parameters used in at least one of the plurality of layers being required, the first mode including a mode in which the output image is obtained based on an image processed using the artificial intelligence model in which the parameters are updated and based on the interpolated image, and the second mode includes a mode in which the output image is obtained based on the interpolated image.
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2.发明申请公开(公告)号：US20200082244A1
公开(公告)日：2020-03-12
申请号：US16433484
申请日：2019-06-06
Applicant: Samsung Electronics Co., Ltd.
Inventor： Insang Cho , Wonjae Lee , Chanyoung Hwang
Abstract: Provided are an apparatus and a method using 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.
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公开(公告)号：US11483585B2
公开(公告)日：2022-10-25
申请号：US16928691
申请日：2020-07-14
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Daesung Cho , Wonjae Lee , Insang Cho
IPC: H04N19/59 , H04N19/124 , H04N19/103 , H04N19/176 , G06T3/40 , H04N19/184 , H04N19/119
Abstract: An electronic apparatus includes a memory storing information on an artificial intelligence (AI) model comprising a plurality of layers, and a processor configured to obtain an output image that is processed from an input image using the AI model. The processor is configured to, based on a number of non-zero data values included in operation data output from a first layer among the plurality of layers, compress the operation data according to at least one of a plurality of coding modes and store the compressed data in an internal memory, obtain restoration data corresponding to the operation data by decompressing the compressed data stored in the internal memory, and provide the obtained restoration data to a second layer among the plurality of layers.
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公开(公告)号：US11100607B2
公开(公告)日：2021-08-24
申请号：US16720433
申请日：2019-12-19
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Insang Cho , Kiwon Yoo , Wonjae Lee , Daesung Cho , Chanyoung Hwang
Abstract: Disclosed is an electronic apparatus. The electronic apparatus includes: a memory configured to store information regarding an artificial intelligence model including a plurality of layers; and a processor configured to perform interpolation processing on an input image and to process the interpolated image using the artificial intelligence model to obtain an output image, wherein the processor is configured to be operated in a first mode or a second mode based on an update of parameters used in at least one of the plurality of layers being required, the first mode including a mode in which the output image is obtained based on an image processed using the artificial intelligence model in which the parameters are updated and based on the interpolated image, and the second mode includes a mode in which the output image is obtained based on the interpolated image.
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公开(公告)号：US11681904B2
公开(公告)日：2023-06-20
申请号：US16747989
申请日：2020-01-21
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Yongmin Tai , Insang Cho , Wonjae Lee , Chanyoung Hwang
CPC classification number: G06N3/063 , G06F12/1458 , G06F2212/1052
Abstract: Disclosed in a processor chip configured to perform neural network processing. The processor chip includes a memory, a first processor configured to perform neural network processing on a data stored in the memory, a second processor and a third processor, and the second processor is configured to transmit a control signal to the first processor and the third processor to cause the first processor and the third processor to perform an operation.
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Patent Agency Ranking
公开(公告)号：US11574385B2
公开(公告)日：2023-02-07
申请号：US17364941
申请日：2021-07-01
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Insang Cho , Kiwon Yoo , Wonjae Lee , Daesung Cho , Chanyoung Hwang
Abstract: Disclosed is an electronic apparatus. The electronic apparatus includes: a memory configured to store information regarding an artificial intelligence model including a plurality of layers; and a processor configured to perform interpolation processing on an input image and to process the interpolated image using the artificial intelligence model to obtain an output image, wherein the processor is configured to be operated in a first mode or a second mode based on an update of parameters used in at least one of the plurality of layers being required, the first mode including a mode in which the output image is obtained based on an image processed using the artificial intelligence model in which the parameters are updated and based on the interpolated image, and the second mode includes a mode in which the output image is obtained based on the interpolated image.
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公开(公告)号：US20220027663A1
公开(公告)日：2022-01-27
申请号：US17494070
申请日：2021-10-05
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Yongmin Tai , Insang Cho , Chanyoung Hwang
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.
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公开(公告)号：US11481586B2
公开(公告)日：2022-10-25
申请号：US17494070
申请日：2021-10-05
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Yongmin Tai , Insang Cho , Chanyoung Hwang
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.
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公开(公告)号：US11030480B2
公开(公告)日：2021-06-08
申请号：US16556378
申请日：2019-08-30
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Insang Cho , Wonjae Lee , Chanyoung Hwang
IPC: G06K9/00 , G06K9/62 , H04N19/103 , H04N19/182 , H04N19/136 , G06K9/46 , G06T1/60
Abstract: An electronic device and a method for controlling the same include inputting an input image into an artificial intelligence model, acquiring a feature map for the input image, converting the feature map through a lookup table corresponding to the feature map, and storing the converted feature map by compressing the feature map through a compression mode corresponding to the feature map.
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公开(公告)号：US11842265B2
公开(公告)日：2023-12-12
申请号：US16906130
申请日：2020-06-19
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor： Yongmin Tai , Insang Cho , Wonjae Lee , Chanyoung Hwang
CPC classification number: G06N3/063 , G06F12/1458 , G06F2212/1052
Abstract: Disclosed in a processor chip configured to perform neural network processing. The processor chip includes a memory, a first processor configured to perform neural network processing on a data stored in the memory, a second processor and a third processor, and the second processor is configured to transmit a control signal to the first processor and the third processor to cause the first processor and the third processor to perform an operation.
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