METHOD AND APPARATUS FOR OUT-OF-DISTRIBUTION DETECTION

    公开(公告)号:US20220111874A1

    公开(公告)日:2022-04-14

    申请号:US17067896

    申请日:2020-10-12

    摘要: Methods and systems for out-of-distribution (OOD) detection in autonomous driving systems are described. A method for use in an autonomous driving system may include filtering feature vectors. The feature vectors may be filtered using a first filter to obtain clusters of feature vectors. The method may include assigning one or more images to a respective cluster based on a feature vector of the image. The method may include filtering a subset of the images using a second filter to determine a classification model. The method may include storing the classification model on a vehicle control system of a vehicle. The method may include detecting an image using a vehicle sensor. The method may include classifying the detected image based on the classification model. The method may include performing a vehicle action based on the classified detected image.

    TRAFFIC LANE LINE FITTING METHOD AND SYSTEM

    公开(公告)号:US20210389153A1

    公开(公告)日:2021-12-16

    申请号:US17281561

    申请日:2019-09-27

    IPC分类号: G01C21/36 G01C21/00 B60W30/12

    摘要: Disclosed are a road feature point extraction method and system. The road feature point extraction method comprises: acquiring map information for the current position of a vehicle, wherein the map information comprises the attributes of the current road and the attributes of the next road section; comparing the attributes of the current road with the attributes of the next road section to determine the road type of the next road section; and extracting, in conjunction with the road type of the next road section and the map information corresponding to the next road section, a road feature point representing a road scene on the next road section, and outputting the name of the extracted road feature point and information of the relative distance between the road feature point and the vehicle.

    DATA FUSION METHOD AND APPARATUS FOR VEHICLE SENSOR

    公开(公告)号:US20210362734A1

    公开(公告)日:2021-11-25

    申请号:US17281557

    申请日:2019-09-27

    IPC分类号: B60W50/02 G06F16/245

    摘要: Disclosed are a data fusion method and apparatus for a vehicle sensor, the method comprising: reading a parameter attribute set of each target detected by a sensor arranged on a vehicle, wherein the parameter attribute set at least comprises one or more of the following: longitudinal velocity, longitudinal distance and transverse distance; generating an attribute combination according to the read parameter attribute set of each target detected by each sensor; and determining an overlap ratio of the parameter attribute set in each attribute combination, and carrying out data fusion based on the overlap ratio so as to obtain a first data fusion list, wherein the first data fusion list comprises the overlap ratio of each attribute combination and the parameter attribute set corresponding to the overlap ratio of each attribute combination. The method simplifies determination logic of a subsequent decision-making system and improves security and operating efficiency of the whole system.

    Vehicle body and vehicle
    64.
    发明授权

    公开(公告)号:US11180194B2

    公开(公告)日:2021-11-23

    申请号:US16583669

    申请日:2019-09-26

    IPC分类号: B62D21/15 B62D25/14 B62D25/20

    摘要: Provided are a vehicle body and a vehicle. The vehicle body includes: two A pillars; a front impact beam; two front longitudinal beams having front ends connected to the front impact beam, and each of the front longitudinal beams being connected to the A-pillar at the same side therewith by means of a plurality of force transmission paths; a dash panel having lower portion provided with a dash centre aisle and connected to the two A-pillars; an dash upper cross member provided at an upper portion of the dash panel; a dash lower vertical member having an upper end connected to the dash upper cross member and a lower end extending to the dash centre aisle; and two front floor longitudinal beams.

    Method and apparatus for interaction aware traffic scene prediction

    公开(公告)号:US11110917B2

    公开(公告)日:2021-09-07

    申请号:US16410555

    申请日:2019-05-13

    IPC分类号: B60W30/095 G05D1/00 B60W30/09

    摘要: Methods and systems for decision making in an autonomous vehicle (AV) are described. A vehicle control system may include a control unit, a perception unit, and a behavioral planning unit. The behavioral planning unit may include an intent estimator that receives a first set of perception information from the perception unit. The behavioral planning unit may include a motion predictor that receives the first set of perception information from the perception unit. The behavioral planning unit may include a function approximator that receives a second set of perception information from the perception unit. The second set of perception information is smaller than the first set of perception information. The function approximator determines a prediction, and the control unit uses the prediction to control an operation of the AV.

    TERNARY IMAGE OBTAINING METHOD AND APPARATUS, AND VEHICLE

    公开(公告)号:US20210256273A1

    公开(公告)日:2021-08-19

    申请号:US17256844

    申请日:2019-06-28

    发明人: Shunji MIYAHARA

    摘要: A method for edge identification of a self-shadowing object based on a visual camera and a vehicle includes: collecting image data of an object to be identified, and performing differentiation processing; according to a preset threshold, performing three-value processing to the image that has been differentiation-processed, to acquire a three-value-processed image including positive-direction boundary pixels and negative-direction boundary pixels; according to the positive-direction boundary pixels and the negative-direction boundary pixels, acquiring a positive-direction straight linear segment and a negative-direction straight linear segment that represent boundary trends of the object to be identified; if the straight linear segments do not create a target object that satisfy a predetermined condition, determining the first boundary according to the predetermined condition; according to the first boundary, determining the second boundary; and by using positions of the first boundary and the second boundary, drawing a peripheral boundary of the object to be identified.

    SYSTEM AND METHOD OF A THIGH SUPPORT AND A SEAT FOR A VEHICLE

    公开(公告)号:US20190135149A1

    公开(公告)日:2019-05-09

    申请号:US16306486

    申请日:2017-05-27

    摘要: A thigh support, a seat and a vehicle are provided. The thigh support includes a thigh-support fixing portion, a thigh-support moving portion, a thigh-support driving portion, and a thigh-support bracing portion disposed to the thigh-support fixing portion and located at a rear side of the thigh-support moving portion, in which the rear edge of the thigh-support moving portion is provided with a rear edge recessed portion recessed forwards, a front edge of the thigh-support bracing portion is formed with a front edge protruding portion protruding forwards, and the front edge protruding portion matches the rear edge recessed portion in shape. The seat and the vehicle have the above thigh support.