Systems and methods for feature extraction and artificial decision explainability

    公开(公告)号:US11756287B2

    公开(公告)日:2023-09-12

    申请号:US17572485

    申请日:2022-01-10

    CPC classification number: G06F18/241 G06V10/40 G06V2201/07

    Abstract: An automatic target recognizer system including: a database that stores target recognition data including multiple reference features associated with each of multiple reference targets; a pre-selector that selects a portion of the target recognition data based on a reference gating feature of the multiple reference features; a preprocessor that processes an image received from an image acquisition system which is associated with an acquired target and determines an acquired gating feature of the acquired target; a feature extractor and processor that discriminates the acquired gating feature with the reference gating feature and, if there is a match, extracts multiple segments of the image and detects the presence, absence, probability or likelihood of one of multiple features of each of the multiple reference targets; a classifier that generates a classification decision report based on a determined classification of the acquired target; and a user interface that displays the classification decision report.

    ASSOCIATION OF CONCURRENT TRACKS USING GRAPH CROSSINGS

    公开(公告)号:US20230274523A1

    公开(公告)日:2023-08-31

    申请号:US18113283

    申请日:2023-02-23

    CPC classification number: G06V10/421 G06T7/73 G06V2201/07

    Abstract: Embodiments are directed to the association of concurrent tracks using graph crossings. Signal beams may be employed to scan paths across an object such that sensors separately detect signals from the signal beams reflected by the object. Crossing points may be determined based on a plurality of trajectories that intersect each other during the scan of the object. Graphs may be generated based on the portion of trajectories and the crossing points such that each edge in the graphs corresponds to a crossing point and such that each node in the one or more graphs corresponds to a trajectory. The graphs may be compared to determine one or more matched graphs that may share a common topology. Common trajectories may be determined based on the matched graphs such that each common trajectory may be associated with a same path across the object and a separate sensor.

    MULTI-MODAL AQUATIC BIOMASS ESTIMATION
    448.
    发明公开

    公开(公告)号:US20230267731A1

    公开(公告)日:2023-08-24

    申请号:US17678848

    申请日:2022-02-23

    Applicant: Aquabyte, Inc.

    Abstract: Computer-implemented techniques for multi-modal aquatic biomass estimation includes determining a fish mass measurement, a fish count, or a direct fish biomass estimate from a sample of one or more digital images or digital video captured by a digital camera immersed underwater in a fish farm enclosure. A technique further includes determining a plurality of fish densities for a plurality of water volumes within the fish farm enclosure based on analysis of signals received from a plurality of bias estimation sensors immersed underwater in the fish farm enclosure. The technique also includes computing a bias-adjusted fish mass measurement, fish count, or direct fish biomass estimate for the fish farm enclosure based on (i) the fish mass measurement, the fish count, or the direct fish biomass estimate determined from the sample of one or more digital images or digital video captured by the digital camera immersed underwater in the fish farm enclosure and (ii) the plurality of fish densities determined for the plurality of water volumes.

    THREE-DIMENSIONAL IMAGE DISPLAY METHOD AND DISPLAY DEVICE WITH THREE-DIMENSIONAL IMAGE DISPLAY FUNCTION

    公开(公告)号:US20230267674A1

    公开(公告)日:2023-08-24

    申请号:US18170533

    申请日:2023-02-17

    CPC classification number: G06T15/08 G06T3/40 G06V10/242 G06F3/14 G06V2201/07

    Abstract: The invention provides a three-dimensional (3D) image display method and a display device with a 3D image display function. The 3D image display method includes the following. A display device coordinate system is established. First volume data is obtained, and multiple first coordinates of multiple voxels of the first volume data in an absolute space coordinate system are defined. The multiple first coordinates of the multiple voxels of the first volume data are converted to the display device coordinate system to generate second volume data. Display data is generated according to the second volume data. An image is displayed according to the display data through the display device, and the image forms a 3D image with a 3D object image in human eyes, in which the 3D object image changes equally or proportionally in response to a change desired by a user through an input unit.

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