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公开(公告)号:US20210327074A1
公开(公告)日:2021-10-21
申请号:US17228760
申请日:2021-04-13
Applicant: The Board of Trustees of the University of Illinois (Urbana, IL) , SAMSUNG ELECTRONICS CO., LTD.
Inventor: Alexander Schwing , Colin Graber , Raymond Yeh , Jihye KIM , Jaejoon HAN
Abstract: An image processing method includes defining relations between entities of a target of which a motion is to be predicted from an image of a first time point based on a feature vector of the entities, estimating a dynamic interaction between the entities at the first time point based on the defined relations between the entities, predicting a motion of the entities changing at a second time point based on the estimated dynamic interaction, and outputting a result to which the motion predicted at the second time point is applied.
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公开(公告)号:US20210241408A1
公开(公告)日:2021-08-05
申请号:US16929197
申请日:2020-07-15
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sangil JUNG , Changyong SON , Jinwoo SON , Jaehyoung YOO , Changin CHOI , Jaejoon HAN
Abstract: Disclosed are an image data processing method and a sensor device performing the same. The sensor device includes an image sensor configured to acquire image data, an image buffer configured to store the image data, and an image processor configured to generate image-processed data by applying a filter corresponding to a storage pattern of the image buffer to the image data stored in the image buffer.
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公开(公告)号:US20210183377A1
公开(公告)日:2021-06-17
申请号:US16898634
申请日:2020-06-11
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sung-Jae CHO , Kyuhong KIM , Jaejoon HAN
Abstract: A speaker recognition method and apparatus receives a first voice signal of a speaker, generates a second voice signal by enhancing the first voice signal through speech enhancement, generates a multi-channel voice signal by associating the first voice signal with the second voice signal, and recognizes the speaker based on the multi-channel voice signal.
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公开(公告)号:US20210089862A1
公开(公告)日:2021-03-25
申请号:US17026951
申请日:2020-09-21
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Youngsung KIM , Jaejoon HAN
Abstract: A processor-implemented neural network method includes: receiving input data; obtaining a plurality of parameter vectors representing a hierarchical-hyperspherical space comprising a plurality of spheres belonging to a plurality of layers; applying the plurality of parameter vectors to generate a neural network; and generate an inference result by processing the input data using the neural network.
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公开(公告)号:US20210073582A1
公开(公告)日:2021-03-11
申请号:US17101552
申请日:2020-11-23
Applicant: Samsung Electronics Co., Ltd.
Inventor: Byungin YOO , Youngjun KWAK , Jungbae KIM , Seon Min RHEE , Seungju HAN , Jaejoon HAN , Wonjun HWANG
Abstract: A method and an apparatus for recognizing an object are disclosed. The apparatus may extract a plurality of features from an input image using a single recognition model and recognize an object in the input image based on the extracted features. The single recognition model may include at least one compression layer configured to compress input information and at least one decompression layer configured to decompress the compressed information to determine the features.
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公开(公告)号:US20210049474A1
公开(公告)日:2021-02-18
申请号:US16856112
申请日:2020-04-23
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Jinwoo SON , Changyong SON , Jaehyoung YOO , Seohyung LEE , Sangil JUNG , Changin CHOI , Jaejoon HAN
IPC: G06N3/08
Abstract: A processor-implemented data processing method and apparatus for a neural network is provided. The data processing method includes generating cumulative data by accumulating results of multiplication operations between at least a portion of input elements in an input plane and at least a portion of weight elements in a weight plane, and generating an output plane corresponding to an output channel among output planes of an output feature map respectively corresponding to output channels based on the generated cumulative data.
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公开(公告)号:US20200372276A1
公开(公告)日:2020-11-26
申请号:US16991454
申请日:2020-08-12
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jinwoo SON , Changyong SON , Chang Kyu CHOI , Jaejoon HAN
Abstract: A convolutional neural network (CNN) processing method and apparatus. The apparatus may select, based on at least one of a characteristic of at least one kernel of a convolution layer or a characteristic of an input of the convolution layer, one operation mode from a first operation mode reusing a kernel, of the at least one kernel, and a second operation mode reusing the input, and perform a convolution operation based on the selected operation mode.
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公开(公告)号:US20190251245A1
公开(公告)日:2019-08-15
申请号:US16269990
申请日:2019-02-07
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jihye KIM , Seungju HAN , Jaejoon HAN , Minsu KO , SungUn PARK , Chang Kyu CHOI
CPC classification number: G06F21/40 , G06F21/32 , G06F21/36 , G06F21/45 , G06K9/00087 , G06K9/00154 , G06K9/00288 , G06K9/00617 , G06K9/00892 , G06K9/6293 , G06K2009/00932 , H04L63/0853 , H04L63/0861 , H04L2463/082
Abstract: A method and apparatus with selective combined authentication performs a single authentication based on a first modality among plural modalities, and in response to the single authentication having failed, determines whether to perform a combined authentication by a combination of two or more of the plural modalities, and selectively, depending on a result of the determining of whether to perform the combined authentication, performs the combined authentication.
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公开(公告)号:US20180276488A1
公开(公告)日:2018-09-27
申请号:US15886875
申请日:2018-02-02
Applicant: Samsung Electronics Co., Ltd.
Inventor: Byungin YOO , Jingtao XU , Chao ZHANG , Hao FENG , Yanhu SHAN , Youngjun KWAK , Youngsung KIM , Wonsuk CHANG , Jaejoon HAN
IPC: G06K9/00
CPC classification number: G06K9/00906 , G06K9/00228 , G06K9/00275 , G06K9/00288
Abstract: A liveness test method and apparatus is disclosed. The liveness test method includes detecting a face region in an input image for a test target, implementing a first liveness test to determine a first liveness value based on a first image corresponding to the detected face region, implementing a second liveness test to determine a second liveness value based on a second image corresponding to a partial face region of the detected face region, implementing a third liveness test to determine a third liveness value based on an entirety of the input image or a full region of the input image that includes the detected face region and a region beyond the detected face region, and determining a result of the liveness test based on the first liveness value, the second liveness value, and the third liveness value.
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公开(公告)号:US20180060648A1
公开(公告)日:2018-03-01
申请号:US15656350
申请日:2017-07-21
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Byungin YOO , Youngjun KWAK , Jungbae KIM , Jinwoo SON , Changkyo LEE , Chang Kyu CHOI , Jaejoon HAN
CPC classification number: G06K9/00288 , G06K9/00107 , G06K9/00114 , G06K9/00228 , G06K9/00268 , G06K9/00899 , G06K9/00906 , G06K9/50 , G06N3/04 , G06N3/08
Abstract: A liveness test method and apparatus is disclosed. A processor implemented liveness test method includes extracting an interest region of an object from a portion of the object in an input image, performing a liveness test on the object using a neural network model-based liveness test model, the liveness test model using image information of the interest region as provided first input image information to the liveness test model and determining liveness based at least on extracted texture information from the information of the interest region by the liveness test model, and indicating a result of the liveness test.
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