Information processing device, information processing method, and computer program product

    公开(公告)号:US12125238B2

    公开(公告)日:2024-10-22

    申请号:US17465225

    申请日:2021-09-02

    CPC classification number: G06T7/74 G06T7/55

    Abstract: According to an embodiment, an information processing device is configured to: estimate, based on target image data, target position data representing an image-capturing position at which the target image data is captured; estimate, based on the target image data, target depth data representing a distance to an object from the image-capturing position; register new image-capturing information including the target image data, the target position data, and the target depth data; display, on a display device, map data representing a map of an environment in which the image data is captured; and display at least one of image data and depth data included in designated image-capturing information that is designated from among a plurality of pieces of image-capturing information, in association with a pixel position in the map data, the pixel position corresponding to position data included in the designated image-capturing information.

    DEPTH-GUIDED STRUCTURE-FROM-MOTION TECHNIQUES

    公开(公告)号:US20240346686A1

    公开(公告)日:2024-10-17

    申请号:US18749025

    申请日:2024-06-20

    CPC classification number: G06T7/73 G06T7/55

    Abstract: Systems, devices, and methods are provided for depth-guided structure from motion. A system may obtain a plurality of image frames from a digital content item that corresponds to a scene and determine, based at least in part on a correspondence search, a set of 2-D keypoints for the plurality of image frames. A depth estimator may be used to determine a plurality of dense depth map for the plurality of image frames. The set of 2-D keypoints and the plurality of dense depth maps may be used to determine a corresponding set of depth priors. Initialization and/or depth-regularized optimization may be performed using the keypoints and depth priors.

    Image processing method, device and computer-readable storage medium

    公开(公告)号:US12118737B2

    公开(公告)日:2024-10-15

    申请号:US17645611

    申请日:2021-12-22

    Inventor: Yan Li Ni Zhang

    CPC classification number: G06T7/55 G06T7/70 G06T2207/10068 G06T2207/20081

    Abstract: Embodiments of the present disclosure relate to an image processing method, a device and a computer-readable storage medium. The method includes obtaining a first reference image and a second reference image of a reference object. The method further includes determining a first constraint and a second constraint based on the first reference image and the second reference image. The first constraint is related to a difference between different depth maps of the same reference images, and the second constraint is related to a depth consistency of different reference images. The method further includes training a depth estimation model at least based on the first constraint and the second constraint. In this way, an obtained trained depth estimation model may provide more accurate depth information.

    CONTEXTUAL IMAGE PROCESSING
    10.
    发明公开

    公开(公告)号:US20240338838A1

    公开(公告)日:2024-10-10

    申请号:US18438352

    申请日:2024-02-09

    Applicant: Apple Inc.

    CPC classification number: G06T7/55 G06T3/40

    Abstract: Some techniques described herein cover an image processing system that intelligently maintains certain regions of an image at a higher resolution than other regions. Such techniques can include contextual selection of a part of a field of view of a camera to perform an operation (e.g., generating or adding to a depth map) and maintaining higher resolution in one or more regions of images of the field of view that correspond to the part.

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