Diagnostic assistance system and method therefor

    公开(公告)号:US11907341B2

    公开(公告)日:2024-02-20

    申请号:US17283504

    申请日:2019-10-09

    申请人: SkymatiX, Inc.

    摘要: The present invention makes an efficient diagnosis of an object. A general server 3 of a diagnostic assistance system 1 provides data (a large volume of photographic images) concerning an object managed by each client, to said client and a plurality of analysts and experts, and allows such diagnosers to diagnose the object and enables sharing of diagnosis results among the diagnosers. The plurality of analysts each partially contribute in viewing the large volume of photographic images so as to find an abnormal site in the object. The client and the experts then conduct a more detailed diagnosis on the abnormal site discovered by the analysts. An AI server 5 of the diagnostic assistance system 1 creates training data from the diagnosis results provided by the plurality of diagnosers, performs machine learning on the diagnosis results, and carries out automated diagnosis using the learned method.

    ESTIMATION DEVICE, ESTIMATION METHOD, AND COMPUTER PROGRAM PRODUCT

    公开(公告)号:US20240037789A1

    公开(公告)日:2024-02-01

    申请号:US18181101

    申请日:2023-03-09

    发明人: Misato Nakamura

    摘要: According to one embodiment, an estimation device includes an estimation unit, a control unit, and a SLAM unit. The estimation unit estimates whether motion of a moving object is pure rotation from a plurality of first monocular images acquired by a monocular camera mounted on the moving object. The control unit determines the translation amount for translating the monocular camera in a case in which the motion of the moving object is pure rotation. The SLAM unit estimates at least one of a location or an orientation of the monocular camera, and three-dimensional points of a subject of the monocular camera by monocular simultaneous localization and mapping (SLAM), from the first monocular images and a second monocular image acquired by the monocular camera that is translated based on the translation amount.

    METHOD FOR GENERATING LAND-COVER MAPS
    56.
    发明公开

    公开(公告)号:US20240020924A1

    公开(公告)日:2024-01-18

    申请号:US18222276

    申请日:2023-07-14

    摘要: A computer-implemented method for generating land-cover maps of an area, comprising: receiving a plurality of digital input images; performing semantic segmentation in the input images, segmenting each image individually and with a plurality of semantic classes, each semantic class being related to a land-cover class from a set of land-cover classes; identifying a set of single-image probability values of one or more of the semantic classes for at least a subset of the image pixels of the respective segmented image; generating a 3D mesh of the area based on the plurality of digital input images using a structure-from-motion algorithm; projecting the sets of single-image probability values on vertices of the 3D mesh; determining a set of overall probability values of one or more of the semantic classes.