METHOD FOR ANNOTATING POINTS ON A HAND IMAGE TO CREATE TRAINING DATASET FOR MACHINE LEARNING

    公开(公告)号:US20220198747A1

    公开(公告)日:2022-06-23

    申请号:US17129362

    申请日:2020-12-21

    Inventor: Kim SAVAROCHE

    Abstract: A method for annotating points on a 2D image of a hand, includes capturing several images of the hand from different views; for each viewpoint, the hand is imaged using cameras including: one first 2D camera and one 3D camera; using a 3D engine for: creating a 3D hand representation from the 3D camera; considering a 3D model of an articulated hand with predefined annotation points; considering several 3D viewpoints of the hand; for each viewpoint considered: modifying the articulated hand to be superimposed with the 3D representation; considering a 2D image captured from the first 2D camera; superimposing the modified articulated hand on the hand captured on the 2D image; applying the annotation points of the modified articulated hand on the hand captured on the 2D image; and storing the 2D image with annotation on the hand

    VIDEO REPRESENTATION LEARNING
    163.
    发明申请

    公开(公告)号:US20220156514A1

    公开(公告)日:2022-05-19

    申请号:US17454743

    申请日:2021-11-12

    Abstract: Certain aspects of the present disclosure provide techniques for training a first model based on a first labeled video dataset; generating a plurality of action-words based on output generated by the first model processing motion data in videos of an unlabeled video dataset; defining labels for the videos in the unlabeled video dataset based on the generated action-words; and training a second model based on the labels for the videos in the unlabeled video dataset.

    LINGUALLY CONSTRAINED TRACKING OF VISUAL OBJECTS

    公开(公告)号:US20220156502A1

    公开(公告)日:2022-05-19

    申请号:US17526969

    申请日:2021-11-15

    Abstract: A computer-implemented method for tracking with visual object constraints includes receiving a lingual constraint and a video. A word embedding is generated based on the lingual constraint. A set of features is extracted for one or more frames of the video. The word embedding is cross-correlated to the set of features for the one or more frames of the video. A prediction indicating whether the lingual constraint is in the one or more frames of the video is generated based on the cross-correlation.

    VIDEO PROCESSING USING A SPECTRAL DECOMPOSITION LAYER

    公开(公告)号:US20220132050A1

    公开(公告)日:2022-04-28

    申请号:US17572510

    申请日:2022-01-10

    Abstract: A method is presented. The method includes receiving a first sequence of frames depicting a dynamic element. The method also includes decomposing each spatial position from multiple spatial positions in the first sequence of frames to a frequency domain. The method further includes determining a distribution of spectral power density over a range of frequencies of the multiple spatial positions. The method still further includes generating a first set of feature maps based on the determined distribution of spectral power density over the range of frequencies. The method still further includes estimating a first physical property of the dynamic element.

    RECOGNIZING MINUTES-LONG ACTIVITIES IN VIDEOS
    167.
    发明申请

    公开(公告)号:US20200302185A1

    公开(公告)日:2020-09-24

    申请号:US16827342

    申请日:2020-03-23

    Abstract: A method for classifying subject activities in videos includes learning latent (previously generated) concepts that are analogous to nodes of a graph to be generated for an activity in a video. The method also includes receiving video segments of the video. A similarity between the video segments and the previously generated concepts is measured to obtain segment representations as a weighted set of latent concepts. The method further includes determining a relationship between the segment representations and their transitioning pattern over time to determine a reduced set of nodes and/or edges for the graph. The graph of the activity in the video represented by the video segments is generated based on the reduced set of nodes and/or edges. The nodes of the graph are represented by the latent concepts. Subject activities in the video are classified based on the graph.

    Amplification in Presence of a Variable Antenna Impedance

    公开(公告)号:US20200007092A1

    公开(公告)日:2020-01-02

    申请号:US16021762

    申请日:2018-06-28

    Abstract: An apparatus is disclosed for amplification in presence of a variable antenna impedance. In an example aspect, the apparatus comprises a balanced power amplifier, which includes a quadrature output power combiner coupled to a first power amplifying path and a second power amplifying path, detection circuitry, and control circuitry. The detection circuitry includes at least one power detector coupled to an isolated port of the quadrature output power combiner and a resistor coupled between the isolated port and a ground. The at least one power detector is configured to measure power at the isolated port, which is based on a resistance of the resistor. The control circuitry is configured to adjust operating conditions of a first power amplifier of the first power amplifying path and the second power amplifier of the second power amplifying path based on the power that is measured at the isolated port.

Patent Agency Ranking