PARALLEL PROCESSING OF DIGITAL IMAGES
    1.
    发明公开

    公开(公告)号:US20240031529A1

    公开(公告)日:2024-01-25

    申请号:US17870724

    申请日:2022-07-21

    CPC classification number: H04N7/15

    Abstract: A system and method for providing video conferencing are described herein. Original video streams from one or more cameras are sampled to form downscaled versions of the video stream. The downscaled version is analyzed to find regions of interest and generate metadata describing aspects of the regions of interest, including a region that includes a preferred speaker and the best view of each participant present together in the video conference. Cropping instructions are generated from the metadata, and portions of the original video stream are removed to form a set of presentation views for each participant, including the preferred speaker. The set of presentation views is stitched together to form a composite display for each participant viewing the stream remotely.

    PARALLEL PROCESSING OF DIGITAL IMAGES

    公开(公告)号:US20250008055A1

    公开(公告)日:2025-01-02

    申请号:US18821784

    申请日:2024-08-30

    Abstract: A system and method for providing video conferencing are described herein. Original video streams from one or more cameras are sampled to form downscaled versions of the video stream. The downscaled version is analyzed to find regions of interest and generate metadata describing aspects of the regions of interest, including a region that includes a preferred speaker and the best view of each participant present together in the video conference. Cropping instructions are generated from the metadata, and portions of the original video stream are removed to form a set of presentation views for each participant, including the preferred speaker. The set of presentation views is stitched together to form a composite display for each participant viewing the stream remotely.

    VIDEO CONFERENCE WITH SUBTILING
    3.
    发明申请

    公开(公告)号:US20240422285A1

    公开(公告)日:2024-12-19

    申请号:US18430404

    申请日:2024-02-01

    Abstract: In one or more embodiments a computer implemented method includes generating, by a sensor, a video stream that comprises a series of frames that include a plurality of objects positioned within an environment, determining the objects captured within at least one frame of the video stream, determining one or more croppings for each of the objects in the at least one frame, determining a ranking of the one or more croppings based on a determined total combined loss value for each the one or more croppings, determining each subtiling combination for each of the one or more croppings, each subtiling combination comprising at least one subtile that includes at least one object; determining a total subtiling penalty value (TSPV) for each subtiling combination, and determining a preferred subtiled combination based on the total combined loss value of each the one or more croppings and the TSPV of each subtiling combination.

    OBJECT DETECTION USING ARTIFICIAL INTELLIGENCE

    公开(公告)号:US20240169698A1

    公开(公告)日:2024-05-23

    申请号:US17993710

    申请日:2022-11-23

    CPC classification number: G06V10/774 G06V10/82 G06V40/10

    Abstract: A method of training a machine learning model includes training a primary part of a composite neural network to identify a primary segment of objects in a training image, freezing the primary part of the composite neural network after training the primary part of the composite neural network, and after freezing the primary part of the composite neural network, training, using activations of the primary part of the composite neural network, a secondary part of the composite neural network to identify a first subsegment of objects or a feature of the first subsegment of objects in the training image. The first subsegment of objects is a subset of the primary segment of objects.

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