Camera pose estimation techniques
    35.
    发明授权

    公开(公告)号:US11810322B2

    公开(公告)日:2023-11-07

    申请号:US17225396

    申请日:2021-04-08

    Applicant: TUSIMPLE, INC.

    CPC classification number: G06T7/74 G06T2207/30244 G06T2207/30256

    Abstract: Techniques are described for estimating pose of a camera located on a vehicle. An exemplary method of estimating camera pose includes obtaining, from a camera located on a vehicle, an image including a lane marker on a road on which the vehicle is driven, and estimating a pose of the camera such that the pose of the camera provides a best match according to a criterion between a first position of the lane marker determined from the image and a second position of the lane marker determined from a stored map of the road.

    System and method for proximate vehicle intention prediction for autonomous vehicles

    公开(公告)号:US11104334B2

    公开(公告)日:2021-08-31

    申请号:US15994138

    申请日:2018-05-31

    Applicant: TuSimple, Inc.

    Abstract: A system and method for proximate vehicle intention prediction for autonomous vehicles are disclosed. A particular embodiment is configured to: receive perception data associated with a host vehicle; extract features from the perception data to detect a proximate vehicle in the vicinity of the host vehicle; generate a trajectory of the detected proximate vehicle based on the perception data; use a trained intention prediction model to generate a predicted intention of the detected proximate vehicle based on the perception data and the trajectory of the detected proximate vehicle; use the predicted intention of the detected proximate vehicle to generate a predicted trajectory of the detected proximate vehicle; and output the predicted intention and predicted trajectory for the detected proximate vehicle to another subsystem.

    SYSTEM AND METHOD FOR PATH PLANNING OF AUTONOMOUS VEHICLES BASED ON GRADIENT

    公开(公告)号:US20200298863A1

    公开(公告)日:2020-09-24

    申请号:US16900611

    申请日:2020-06-12

    Applicant: TUSIMPLE, INC.

    Inventor: Wutu LIN Xiaodi Hou

    Abstract: A system and method for path planning of autonomous vehicles based on gradient are disclosed. A particular embodiment includes: generating and scoring a first suggested trajectory for an autonomous vehicle; generating a trajectory gradient based on the first suggested trajectory; generating and scoring a second suggested trajectory for the autonomous vehicle, the second suggested trajectory being based on the first suggested trajectory and a human driving model; and outputting the second suggested trajectory if the score corresponding to the second suggested trajectory is within a score differential threshold relative to the score corresponding to the first suggested trajectory.

    Post-processing module system and method for motioned-based lane detection with multiple sensors

    公开(公告)号:US10482769B2

    公开(公告)日:2019-11-19

    申请号:US15683494

    申请日:2017-08-22

    Applicant: TUSIMPLE

    Abstract: A method of visual odometry for a non-transitory computer readable storage medium storing one or more programs is disclosed. The one or more programs include instructions, which when executed by a computing device, cause the computing device to perform the following steps comprising: receiving a lane marking, expressed in god's view, associated with a current view; fitting, in a post-processing module, the lane marking in an arc by using a set of parameters; generating a lane template, using the set of parameters, the lane template including features of the lane marking associated with the current view and features of the arc; and feeding the lane template associated with the current view for detection of a next view.

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