公开(公告)号：US20230396665A1

公开(公告)日：2023-12-07

申请号：US18447261

申请日：2023-08-09

Applicant: Synaptics Incorporated

Inventor： Vladan PETROVIC ,  Utkarsh GAUR ,  Pontus LIDMAN

IPC: H04L65/70 ,  H04N21/2662 ,  G06N3/08 ,  H04N21/258 ,  H04L65/403 ,  H04N21/24 ,  H04L65/75

CPC classification number: H04L65/70 ,  H04N21/2662 ,  G06N3/08 ,  H04N21/25825 ,  H04L65/403 ,  H04N21/2402 ,  H04L65/75

Abstract: Systems and method for streaming video content include downscaling video content using a downscaling model to generate downscaled video content and downloading the downscaled video content as a video stream and corresponding upscaling model to a client device. The system converts received video frames to a video memory format comprising channels having the same memory allocation size, each subsequent channel arranged in an adjacent memory location, for input to the downscaling model. The client device upscales the video stream using the received upscaling model for display by the client device in real-time. A training system trains the downscaling model to generate the downscaled video content, based on associated metadata identifying a type of video content. The downscaled video content and associated upscaling models are stored for access by an edge server, which downloads upscaling models to a client device to select an upscaling model.

公开(公告)号：US20200210035A1

公开(公告)日：2020-07-02

申请号：US16553998

申请日：2019-08-28

Applicant: Synaptics Incorporated

Inventor： Utkarsh GAUR ,  Gaurav ARORA

IPC: G06F3/0484 ,  G06F9/451 ,  G06F16/22 ,  G06F16/2457 ,  G06F16/56 ,  G06F16/583 ,  G06N3/08 ,  G06K9/00

Abstract: A method and apparatus for device personalization. A device is configured to receive first sensor data from one or more sensors, detect biometric information in the first sensor data, encode the biometric information as a first vector using one or more neural network models stored on the device, and configure a user interface of the device based at least in part on the first vector. For example, the profile information may include configurations, settings, preferences, or content to be displayed or rendered via the user interface. In some implementations, the first sensor data may comprise an image of a scene and the biometric information may comprise one or more facial features of a user in the scene.

公开(公告)号：US20220210213A1

公开(公告)日：2022-06-30

申请号：US17139905

申请日：2020-12-31

Applicant: SYNAPTICS INCORPORATED

Inventor： Vladan PETROVIC ,  Utkarsh GAUR ,  Pontus LIDMAN

IPC: H04L29/06 ,  H04N21/2662 ,  G06N3/08 ,  H04N21/24 ,  H04N21/258

Abstract: Systems and method for streaming video content include downscaling video content using a downscaling model to generate downscaled video content and downloading the downscaled video content as a video stream and corresponding upscaling model to a client device. The system converts received video frames to a video memory format comprising channels having the same memory allocation size, each subsequent channel arranged in an adjacent memory location, for input to the downscaling model. The client device upscales the video stream using the received upscaling model for display by the client device in real-time. A training system trains the downscaling model to generate the downscaled video content, based on associated metadata identifying a type of video content. The downscaled video content and associated upscaling models are stored for access by an edge server, which downloads upscaling models to a client device to select an upscaling model.