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    System and method for convolutional layer structure for neural networks
    1.
    发明授权
    System and method for convolutional layer structure for neural networks 有权

    公开(公告)号：US11580399B2

    公开(公告)日：2023-02-14

    申请号：US16400007

    申请日：2019-04-30

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Chenchi Luo ,  Manish Goel ,  David Liu

    IPC: G06N3/08 ,  G06N3/082 ,  G06F17/15 ,  G06N3/04

    Abstract: An electronic device, method, and computer readable medium for 3D association of detected objects are provided. The electronic device includes a memory and at least one processor coupled to the memory. The at least one processor configured to convolve an input to a neural network with a basis kernel to generate a convolution result, scale the convolution result by a scalar to create a scaled convolution result, and combine the scaled convolution result with one or more of a plurality of scaled convolution results to generate an output feature map.

    METHOD AND APPARATUS FOR A WEARABLE BASED AUTHENTICATION FOR IMPROVED USER EXPERIENCE
    2.
    发明申请
    METHOD AND APPARATUS FOR A WEARABLE BASED AUTHENTICATION FOR IMPROVED USER EXPERIENCE 审中-公开
    用于改进用户体验的基于验证的方法和装置

    公开(公告)号：US20160197916A1

    公开(公告)日：2016-07-07

    申请号：US14589741

    申请日：2015-01-05

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Sourabh Ravindran ,  Vitali Loseu ,  Michael Polley ,  Manish Goel ,  Kyong Ho Lee ,  Seok-Jun Lee

    IPC: H04L29/06

    CPC classification number: H04L63/0861 ,  G06F21/31 ,  G06F2221/2105 ,  H04L63/10 ,  H04W12/06 ,  H04W12/08

    Abstract: A wearable device is provided for authentication that includes a memory element and processing circuitry coupled to the memory element. The memory element configured to store a plurality of user profiles. The processing circuitry is configured to identify a pairing between the wearable device and a device. The processing circuitry is configured to identify a user of the wearable device. The processing circuitry also is configured to determine if the identified user matches a profile of the plurality of user profiles. The processing circuitry is also configured to responsive to the identified user matching the profile, determine if the profile provides authorization to access the device. The processing circuitry is also configured to responsive to the profile providing authorization to the device, send a message to the device authorizing access to the device.

    Abstract translation: 提供了可穿戴设备用于认证，其包括存储元件和耦合到存储元件的处理电路。 所述存储元件被配置为存储多个用户简档。 处理电路被配置为识别可穿戴设备和设备之间的配对。 处理电路被配置为识别可穿戴设备的用户。 处理电路还被配置为确定所识别的用户是否匹配多个用户简档的简档。 所述处理电路还被配置为响应于所述识别的用户匹配所述简档，确定所述简档是否提供访问所述设备的授权。 所述处理电路还被配置为响应所述简档向所述设备提供授权，向授权访问所述设备的所述设备发送消息。

    Method and apparatus for a wearable based authentication for improved user experience
    5.
    发明授权
    Method and apparatus for a wearable based authentication for improved user experience 有权

    公开(公告)号：US10142332B2

    公开(公告)日：2018-11-27

    申请号：US14589741

    申请日：2015-01-05

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Sourabh Ravindran ,  Vitali Loseu ,  Michael Polley ,  Manish Goel ,  Kyong Ho Lee ,  Seok-Jun Lee

    IPC: H04L29/06 ,  H04W12/08 ,  H04W12/06

    Abstract: A wearable device is provided for authentication that includes a memory element and processing circuitry coupled to the memory element. The memory element configured to store a plurality of user profiles. The processing circuitry is configured to identify a pairing between the wearable device and a device. The processing circuitry is configured to identify a user of the wearable device. The processing circuitry also is configured to determine if the identified user matches a profile of the plurality of user profiles. The processing circuitry is also configured to responsive to the identified user matching the profile, determine if the profile provides authorization to access the device. The processing circuitry is also configured to responsive to the profile providing authorization to the device, send a message to the device authorizing access to the device.

    CONVOLUTION STREAMING ENGINE FOR DEEP NEURAL NETWORKS
    6.
    发明申请
    CONVOLUTION STREAMING ENGINE FOR DEEP NEURAL NETWORKS 审中-公开

    公开(公告)号：US20200349426A1

    公开(公告)日：2020-11-05

    申请号：US16399928

    申请日：2019-04-30

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Chenchi Luo ,  Yuming Zhu ,  Hyejung Kim ,  John Seokjun Lee ,  Manish Goel

    IPC: G06N3/08 ,  G06N20/10

    Abstract: A method, an electronic device, and computer readable medium are provided. The method includes receiving an input into a neural network that includes a kernel. The method also includes generating, during a convolution operation of the neural network, multiple panel matrices based on different portions of the input. The method additionally includes successively combining each of the multiple panel matrices with the kernel to generate an output. Generating the multiple panel matrices can include mapping elements within a moving window of the input onto columns of an indexing matrix, where a size of the window corresponds to the size of the kernel.

    SYSTEM AND METHOD FOR 3D ASSOCIATION OF DETECTED OBJECTS
    7.
    发明申请
    SYSTEM AND METHOD FOR 3D ASSOCIATION OF DETECTED OBJECTS 审中-公开

    公开(公告)号：US20200027236A1

    公开(公告)日：2020-01-23

    申请号：US16037899

    申请日：2018-07-17

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hideo Tamama ,  Seok-Jun Lee ,  Manish Goel

    IPC: G06T7/73 ,  G06T7/11 ,  G06F3/01 ,  G06F3/0346 ,  G06T7/50 ,  G06F3/0481 ,  G02B27/01 ,  G06T7/00

    Abstract: An electronic device, method, and computer readable medium for 3D association of detected objects are provided. The electronic device includes at least one image sensor, an inertial measurement sensor, a memory, and at least one processor coupled to the at least one image sensor, the inertial measurement sensor, and the memory. The at least one processor is configured to capture an image of an environment using the at least one image sensor, detect an object in the captured image, define a bounded area in the image around the detected object, receive head pose data from the inertial measurement sensor, and determine a location of the detected object in a 3D space using the head pose data and the bounded area in the captured image.

    Method and system for performing image signal processing
    8.
    发明授权
    Method and system for performing image signal processing 有权

    公开(公告)号：US12289537B2

    公开(公告)日：2025-04-29

    申请号：US18323500

    申请日：2023-05-25

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Manish Goel ,  Girish Kalyanasundaram ,  Puneet Pandey ,  Manjit Hota

    IPC: H04N23/80 ,  H04N25/46 ,  H04N25/74

    Abstract: A method of performing image signal processing includes: determining whether at least one neighbor pixel is available for each of a plurality of current pixels in a current block, wherein each of the plurality of current pixels has a current pixel value; estimating a predict pixel value for each of the plurality of current pixels in the current block based on a pixel value of the at least one neighbor pixel corresponding to each of the plurality of current pixels, using at least one of a plurality of predefined prediction modes; determining a difference metric between the predict pixel value and the current pixel value for each of the plurality of current pixels; and obtaining a processed pixel value for each of the plurality of current pixels based on the difference metric.

    System and method for 3D association of detected objects
    9.
    发明授权
    System and method for 3D association of detected objects 有权

    公开(公告)号：US10776943B2

    公开(公告)日：2020-09-15

    申请号：US16037899

    申请日：2018-07-17

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hideo Tamama ,  Seok-Jun Lee ,  Manish Goel

    IPC: G06T7/73 ,  G06T7/11 ,  G06F3/01 ,  G06F3/0346 ,  G06T7/50 ,  G02B27/01 ,  G06T7/00 ,  G06F3/0481

    Abstract: An electronic device, method, and computer readable medium for 3D association of detected objects are provided. The electronic device includes at least one image sensor, an inertial measurement sensor, a memory, and at least one processor coupled to the at least one image sensor, the inertial measurement sensor, and the memory. The at least one processor is configured to capture an image of an environment using the at least one image sensor, detect an object in the captured image, define a bounded area in the image around the detected object, receive head pose data from the inertial measurement sensor, and determine a location of the detected object in a 3D space using the head pose data and the bounded area in the captured image.

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