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公开(公告)号:US20180114110A1
公开(公告)日:2018-04-26
申请号:US15584611
申请日:2017-05-02
Applicant: Samsung Electronics Co., Ltd.
Inventor: Seung Ju HAN , Jung Bae KIM , Jae Joon HAN , Chang Kyu CHOI
Abstract: A method to reduce a neural network includes: adding a reduced layer, which is reduced from a layer in the neural network, to the neural network; computing a layer loss and a result loss with respect to the reduced layer based on the layer and the reduced layer; and determining a parameter of the reduced layer based on the layer loss and the result loss.
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公开(公告)号:US20160337696A1
公开(公告)日:2016-11-17
申请号:US15111943
申请日:2014-05-02
Applicant: SAMSUNG ELECTRONICS CO., LTD
Inventor: CHANG KYO LEE , Byung In YOO , Seung Ju HAN , Jae Joon HAN
IPC: H04N21/442 , G06K9/00 , H04N21/475 , H04N21/4415 , H04N21/25 , H04N21/258
Abstract: A content recommendation method and device for recommending content to a user are disclosed. According to one embodiment, the content recommendation device extracts the features of a user from image data, audio data and the like, and can determine a recognition rate indicating the degree that is recognized as a user model predetermined according to the features of the user. The content recommendation device can determine the recommended content to be provided to the user on the basis of the determined recognition rate.
Abstract translation: 公开了一种向用户推荐内容的内容推荐方法和装置。 根据一个实施例,内容推荐设备从图像数据,音频数据等中提取用户的特征,并且可以根据用户的特征来确定指示被识别为预定的用户模型的程度的识别率。 内容推荐装置可以基于确定的识别率来确定要提供给用户的推荐内容。
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公开(公告)号:US20160283820A1
公开(公告)日:2016-09-29
申请号:US15172751
申请日:2016-06-03
Applicant: Samsung Electronics Co., Ltd.
Inventor: Xiaolu SHEN , Biao WANG , Xuetao FENG , Jae Joon HAN
CPC classification number: G06K9/4671 , G06K9/00281 , G06K9/6211 , G06K9/6255
Abstract: Provided are a positioning method and apparatus. The positioning method includes acquiring a plurality of positioning results including positions of key points of a facial area included in an input image, respectively using a plurality of predetermined positioning models, evaluating the plurality of positioning results using an evaluation model of the positions of the key points, and updating at least one of the plurality of predetermined positioning models and the evaluation model based on a positioning result that is selected, based on a result of the evaluating, from among the plurality of positioning results.
Abstract translation: 提供了一种定位方法和装置。 定位方法包括分别使用多个预定定位模型获取包括输入图像中包括的面部区域的关键点的位置的多个定位结果,使用键的位置的评估模型来评估多个定位结果 并且基于从多个定位结果中的基于评估结果的所选择的定位结果来更新多个预定定位模型和评估模型中的至少一个。
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公开(公告)号:US20150205998A1
公开(公告)日:2015-07-23
申请号:US14561757
申请日:2014-12-05
Applicant: Samsung Electronics Co., Ltd.
Inventor: Sung Joo SUH , Nam Joon KIM , Hyun Jeong LEE , Jae Joon HAN
CPC classification number: G06K9/00281 , G06K9/6212 , G06K9/6244 , G06K2009/4695
Abstract: A user authentication method includes extracting a facial landmark from each of a first input image and a second input image; generating a first sparse code of the facial landmark extracted from the first input image and a second sparse code of the facial landmark extracted from the second input image; and determining whether a user is to be authenticated based on the first sparse code of the first input image and the second sparse code of the second input image.
Abstract translation: 用户认证方法包括从第一输入图像和第二输入图像中的每一个提取面部界标; 生成从第一输入图像提取的面部地标的第一稀疏码和从第二输入图像提取的面部地标的第二稀疏码; 以及基于所述第一输入图像的所述第一稀疏码和所述第二输入图像的所述第二稀疏码来确定用户是否被认证。
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公开(公告)号:US20140344743A1
公开(公告)日:2014-11-20
申请号:US14448045
申请日:2014-07-31
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jae Joon HAN , Chang Kyu CHOI
IPC: G06F3/0484 , G06F3/0481 , G06F3/0488
CPC classification number: G06F3/0484 , G06F3/04812 , G06F3/04817 , G06F3/0488 , G06F17/30595
Abstract: A display information controlling apparatus and method are provided. The display information controlling apparatus may select at least one object from one or more objects based on a location of each of the one or more objects on a display and a location on the display corresponding to a user input signal. The display information controlling apparatus may perform a predetermined operation corresponding to the selected at least one object.
Abstract translation: 提供了显示信息控制装置和方法。 显示信息控制装置可以基于显示器上的一个或多个对象中的每一个的位置以及对应于用户输入信号的显示器上的位置,从一个或多个对象中选择至少一个对象。 显示信息控制装置可以执行与所选择的至少一个对象相对应的预定操作。
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公开(公告)号:US20130181988A1
公开(公告)日:2013-07-18
申请号:US13738509
申请日:2013-01-10
Applicant: Samsung Electronics Co., Ltd.
Inventor: Byung In YOO , Chang Kyu CHOI , Hee Seob RYU , Chang Kyo LEE , Jae Joon HAN
IPC: G06T17/00
CPC classification number: G06T17/00 , G06K9/00369 , G06K9/6272
Abstract: Provided is a method of creating a body pose cluster, including performing feature extraction from pose data about at least one pose, classifying, as a single cluster, similar poses from a feature vector space using a similarity measure, and configuring the number of poses included in each cluster from the feature vector space to be uniform using an imbalance measure.
Abstract translation: 提供了一种创建身体姿势群集的方法,包括从关于至少一个姿势的姿势数据执行特征提取,使用相似度度量从特征向量空间分类为单个群集类似的姿势,以及配置包括的姿势数 在每个聚类中从特征向量空间中均匀使用不平衡度量。
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公开(公告)号:US20210287026A1
公开(公告)日:2021-09-16
申请号:US17333915
申请日:2021-05-28
Applicant: Samsung Electronics Co., Ltd.
Inventor: SungUn PARK , Hyeongwook YANG , Tushar Balasaheb SANDHAN , Jiaqian YU , Jingtao XU , Youngjun KWAK , Juwoan YOO , Jae Joon HAN
Abstract: Provided is a liveness verification method and device. A liveness verification device acquires a first image and a second image, and select one or more liveness models based on respective analyses of the first image and the second image, including analyses based on an object part being detected in the first image and/or the second image, and to verify, using the selected one or more liveness models, a liveness of the object based on the first image and/or the second image. The first image may be a color image and the second image may be an Infrared image.
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公开(公告)号:US20190122385A1
公开(公告)日:2019-04-25
申请号:US16223580
申请日:2018-12-18
Applicant: Samsung Electronics Co., Ltd.
Inventor: Byung In YOO , Chang Kyu CHOI , Chang Kyo LEE , Jae Joon HAN
IPC: G06T7/73 , G06T15/20 , G06K9/00 , G06T15/06 , G06T17/00 , G06T15/08 , G06K9/46 , G06T15/40 , G06K9/62
Abstract: An object recognition apparatus, a classification tree learning apparatus, an operation method of the object recognition apparatus, and an operation method of the classification tree learning apparatus are provided. The object recognition apparatus may include an input unit to receive, as an input, a depth image representing an object to be analyzed, and a processing unit to recognize a visible object part and a hidden object part of the object, from the depth image, using a classification tree.
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公开(公告)号:US20170246532A1
公开(公告)日:2017-08-31
申请号:US15429811
申请日:2017-02-10
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Seung Ju HAN , Jae Joon HAN , Do Kyoon KIM , Won Chul BANG
IPC: A63F13/211 , A63F13/44 , A63F13/218 , G06T19/00 , G06F3/01 , G06F3/16 , G06F3/0346 , A63F13/213 , A63F13/217
CPC classification number: A63F13/211 , A63F13/06 , A63F13/10 , A63F13/12 , A63F13/213 , A63F13/215 , A63F13/216 , A63F13/217 , A63F13/218 , A63F13/219 , A63F13/44 , A63F13/825 , A63F2300/534 , A63F2300/69 , G06F3/011 , G06F3/0346 , G06F3/167 , G06T19/006
Abstract: A virtual world processing apparatus and method. Sensed information, which is information collected by a sensor is inputted. The sensed information is adapted, based on a sensor capability, which is information on capability of the sensor. Accordingly, interoperability between a real world and a virtual world or interoperability between virtual worlds may be achieved.
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公开(公告)号:US20170039720A1
公开(公告)日:2017-02-09
申请号:US15296624
申请日:2016-10-18
Applicant: Samsung Electronics Co., Ltd.
Inventor: Byung In YOO , Chang Kyu CHOI , Chang Kyo LEE , Jae Joon HAN
IPC: G06T7/00 , G06T15/08 , G06T15/20 , G06K9/62 , G06T15/06 , G06K9/00 , G06K9/46 , G06T17/00 , G06T15/40
CPC classification number: G06T15/08 , G06K9/00201 , G06K9/00335 , G06K9/00362 , G06K9/469 , G06K9/6212 , G06K9/624 , G06K9/626 , G06K9/6282 , G06T7/75 , G06T15/06 , G06T15/20 , G06T15/40 , G06T17/005 , G06T2200/24 , G06T2207/10028 , G06T2207/20048 , G06T2207/20081 , G06T2207/30196
Abstract: An object recognition system is provided. The object recognition system for recognizing an object may include an input unit to receive, as an input, a depth image representing an object to be analyzed, and a processing unit to recognize a visible object part and a hidden object part of the object, from the depth image, by using a classification tree. The object recognition system may include a classification tree learning apparatus to generate the classification tree.
Abstract translation: 提供了一种物体识别系统。 用于识别对象的对象识别系统可以包括:输入单元,用于接收表示要分析的对象的深度图像作为输入;以及处理单元,用于识别对象的可见对象部分和隐藏对象部分, 深度图像,通过使用分类树。 对象识别系统可以包括生成分类树的分类树学习装置。
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