TAG FOR INDICATING A REGION OF INTEREST AND METHOD FOR FINDING A REGION OF INTEREST IN AN IMAGE

    公开(公告)号:US20220180105A1

    公开(公告)日:2022-06-09

    申请号:US17526126

    申请日:2021-11-15

    Applicant: Axis AB

    Abstract: A tag for indicating a region of interest, ROI, has a predefined format and codes ROI information, which is readable by imaging the tag and which includes a size indication and a relative position indication, the respective indications allowing the ROI's size and position to be determined relative to the tag's size and position. A method for locating a ROI in an image comprises: obtaining an image; searching in the image for a tag with the predefined format; and determining a ROI on the basis of the tag's size and position in the image and the ROI information. A method for generating a tag comprises: obtaining an image including a visible provisional tag of same physical size as the tag to be generated; obtaining operator input identifying a ROI in the image; deriving the size indication and relative position indication; and printing the tag.

    OBJECT SAMPLE SELECTION FOR TRAINING OF NEURAL NETWORKS

    公开(公告)号:US20230162030A1

    公开(公告)日:2023-05-25

    申请号:US17988240

    申请日:2022-11-16

    Applicant: Axis AB

    CPC classification number: G06N3/08

    Abstract: The present disclosure generally relates to method for selecting object samples for training of a neural network from more than one dataset comprising annotated object samples of at least two object classes, the method comprising: determining an importance score for at least a portion of the annotated object samples; defining a set of importance score thresholds; and selecting a number of annotated object samples from each object class that fulfill a respective importance score threshold, and that provides the smallest variation of the number of object samples between the object classes, to be used for training of the neural network.

    UPDATING OF ANNOTATED POINTS IN A DIGITAL IMAGE

    公开(公告)号:US20220254178A1

    公开(公告)日:2022-08-11

    申请号:US17552738

    申请日:2021-12-16

    Applicant: Axis AB

    Abstract: A method for updating a coordinate of an annotated point in a digital image due to camera movement is performed by an image processing device, which obtains a current digital image of a scene. The current digital image has been captured by a camera subsequent to movement of the camera relative the scene. The current digital image is associated with at least one annotated point. Each at least one annotated point has a respective coordinate in the current digital image. The method comprises identifying an amount of the movement by comparing position indicative information in the current digital image to position indicative information in a previous digital image of the scene. The previous digital image has been captured prior to movement of the camera. The method comprises updating the coordinate of each at least one annotated point in accordance with the identified amount of movement and a camera homography.

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