公开(公告)号：US11960996B2

公开(公告)日：2024-04-16

申请号：US17364157

申请日：2021-06-30

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Namuk Kim ,  Anant Baijal ,  Jayoon Koo ,  Ilhyun Cho ,  Cheulhee Hahm ,  Wookhyung Kim ,  Keuntek Lee

IPC: G06N3/08 ,  G06F18/20 ,  G06F18/2113 ,  G06N3/045 ,  G06T7/20

CPC classification number: G06N3/08 ,  G06F18/2113 ,  G06F18/285 ,  G06N3/045 ,  G06T7/20

Abstract: An operating method of a computing apparatus is provided. The operating method of the computing apparatus includes obtaining a reference image; obtaining a distorted image generated from a reference image; obtaining an objective quality assessment score of a distorted image that is indicative of a quality of a distorted image as assessed by an algorithm, by using a reference image and a distorted image; obtaining a subjective quality assessment score corresponding to a objective quality assessment score; and training a neural network, by using a distorted image and a subjective quality assessment score as a training data set.

公开(公告)号：US11138437B2

公开(公告)日：2021-10-05

申请号：US16685553

申请日：2019-11-15

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Daesung Cho ,  Wooseok Kang ,  Ilhyun Cho

IPC: G06K9/00 ,  G06T7/00 ,  G06T7/90 ,  G06K9/03 ,  H04N9/64

Abstract: Provided are an image processing apparatus and method. The image processing apparatus includes a decoder configured to decode image frames of an image; an image quality controller configured to obtain a genre recognition confidence of a previous image frame and a genre recognition confidence of a current image frame, and identify image quality control factor value, based on the genre recognition confidence of the previous image frame and the genre recognition confidence of the current image frame; and an image quality processor configured to image-quality process at least one of the decoded image frames by using the image quality control factor value, and output the processed at least one of the decoded image frames.

公开(公告)号：US12266165B2

公开(公告)日：2025-04-01

申请号：US17824587

申请日：2022-05-25

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Wookhyung Kim ,  Anant Baijal ,  Cheulhee Hahm ,  Namuk Kim ,  Jayoon Koo ,  Ilhyun Cho

IPC: G06V10/98 ,  G06N3/045 ,  G06V10/82 ,  G06V20/40

Abstract: An electronic device is provided. The electronic device includes a memory storing one or more instructions, and a processor configured to execute the one or more instruction stored in the memory. The processor is configured to execute the one or more instructions to obtain a subjective assessment score for each of a plurality of sub-regions included in an input frame, the subjective assessment score being a Mean Opinion Score (MOS); obtain a location weight for each of the plurality of sub-regions, the location weight indicating characteristics according to a location of a display; obtain a weighted assessment score for each of the plurality of sub-regions, based on the subjective assessment score for each of the plurality of sub-regions and the location weight for each of the plurality of sub-regions; and obtain a final quality score for the entire video frame, based on the weighted assessment score for each of the plurality of sub-regions.

公开(公告)号：US12254591B2

公开(公告)日：2025-03-18

申请号：US18638310

申请日：2024-04-17

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Wookhyung Kim ,  Ilhyun Cho ,  Jayoon Koo ,  Namuk Kim

IPC: G06T3/4046 ,  G06T3/4053

Abstract: An artificial intelligence (AI) upscaling apparatus for upscaling a low-resolution image to a high-resolution image includes: a memory storing one or more instructions; and a processor configured to execute the one or more instructions stored in the memory, wherein the processor is configured to: obtain a second image corresponding to a first image, which is downscaled from an original image by an AI downscaling apparatus by using a first deep neural network (DNN); and obtain a third image by upscaling the second image by using a second DNN corresponding to the first DNN, and wherein the second DNN is trained to minimize a difference between a first restored image, which results from applying no pixel movement to an original training image, and second restored images, which result from downscaling, upscaling, and subsequently retranslating one or more translation images obtained by applying pixel movement to the original training image.

公开(公告)号：US11989852B2

公开(公告)日：2024-05-21

申请号：US17312276

申请日：2021-01-11

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Wookhyung Kim ,  Ilhyun Cho ,  Jayoon Koo ,  Namuk Kim

IPC: G06T3/40 ,  G06T3/4046 ,  G06T3/4053

CPC classification number: G06T3/4046 ,  G06T3/4053

Abstract: An artificial intelligence (AI) upscaling apparatus for upscaling a low-resolution image to a high-resolution image includes: a memory storing one or more instructions; and a processor configured to execute the one or more instructions stored in the memory, wherein the processor is configured to: obtain a second image corresponding to a first image, which is downscaled from an original image by an AI downscaling apparatus by using a first deep neural network (DNN); and obtain a third image by upscaling the second image by using a second DNN corresponding to the first DNN, and wherein the second DNN is trained to minimize a difference between a first restored image, which results from applying no pixel movement to an original training image, and second restored images, which result from downscaling, upscaling, and subsequently retranslating one or more translation images obtained by applying pixel movement to the original training image.

公开(公告)号：US09971721B2

公开(公告)日：2018-05-15

申请号：US14824476

申请日：2015-08-12

Applicant: Samsung Electronics Co., Ltd.

Inventor： Ilhyun Cho ,  Soonwan Kwon ,  Kibeom Kim ,  Rakie Kim

IPC: G06F13/40 ,  G06F3/01 ,  G06F1/32 ,  G06F3/023 ,  G06F3/0488

CPC classification number: G06F13/4022 ,  G06F1/3215 ,  G06F1/324 ,  G06F1/3243 ,  G06F1/3296 ,  G06F3/023 ,  G06F3/04886 ,  Y02D10/126 ,  Y02D10/151 ,  Y02D10/152 ,  Y02D10/172

Abstract: A method for controlling performance of an electronic device is provided. The method includes sensing user input, predicting user input speed, and controlling at least one processing unit of the electronic device based on a predicted user input speed and performance assignment information. Here, the performance assignment information includes control information mapped respectively with user input speeds for controlling the at least one processing unit of the electronic device.