IMAGE FUSION FOR AUTONOMOUS VEHICLE OPERATION

    公开(公告)号:EP3751455A3

    公开(公告)日:2021-03-10

    申请号:EP20178069.9

    申请日:2020-06-03

    申请人: TuSimple, Inc.

    IPC分类号: G06K9/00

    摘要: Devices, systems and methods for fusing scenes from real-time image feeds from on-vehicle cameras in autonomous vehicles to reduce redundancy of the information processed to enable real-time autonomous operation are described. One example of a method for improving perception in an autonomous vehicle includes receiving a plurality of cropped images, wherein each of the plurality of cropped images comprises one or more bounding boxes that correspond to one or more objects in a corresponding cropped image; identifying, based on the metadata in the plurality of cropped images, a first bounding box in a first cropped image and a second bounding box in a second cropped image, wherein the first and second bounding boxes correspond to a common object; and fusing the metadata corresponding to the common object from the first cropped image and the second cropped image to generate an output result for the common object.