Scale image resolution for motion estimation

    公开(公告)号:US12154278B2

    公开(公告)日:2024-11-26

    申请号:US17853422

    申请日:2022-06-29

    Abstract: Systems and techniques are provided for conserving resources when performing motion estimation. An example process can include determining, based on an input image and a reference image, motion vectors identifying motion between the input image and the reference image; determining whether the motion indicated by the motion vectors is below a first threshold; based on a determination that the motion indicated by the motion vectors is below the first threshold, refraining from determining a local motion between the input image and the reference image; determining a transform matrix based on the motion vectors and without using a local motion between the input image and the reference image; and adjusting the input image based on the transform matrix.

    PRE-WARPING FOR GLOBAL MOTION COMPENSATION IN OPTICAL FLOW IMAGE PROCESSING

    公开(公告)号:US20240221179A1

    公开(公告)日:2024-07-04

    申请号:US18523248

    申请日:2023-11-29

    CPC classification number: G06T7/20 G06T3/18

    Abstract: This disclosure provides systems, methods, and devices for vehicle driving assistance systems that support image processing. In a first aspect, a method of image processing includes receiving image data comprising a first image frame and a second image frame; determining a global motion model corresponding to the first image frame and the second image frame; warping the first image frame based on the global motion model to determine a warped first image frame; and determining a local flow based on the warped first image frame and the second image frame. Other aspects and features are also claimed and described.

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