Information processing apparatus, information processing method, vehicle, information processing server, and storage medium

    公开(公告)号:US11600078B2

    公开(公告)日:2023-03-07

    申请号:US17198773

    申请日:2021-03-11

    Inventor: Yuji Yasui

    Abstract: An information processing apparatus recognizes a target within an actual image by executing processing of a neural network. The information processing apparatus obtains intermediate outputs which correspond to the actual image and a computer graphics (CG) image and which are from a hidden layer when each of the actual image and the CG image has been separately input to the neural network, and causes the neural network to perform learning with use of an evaluation values based on a first evaluation function and a second evaluation function, the first evaluation function causing the evaluation value to decrease as a difference between a recognition result and training data decreases, the second evaluation function causing the evaluation value to decrease as a difference between the intermediate outputs corresponding to the actual image and the CG image decreases.

    Travel reference line determination system and automatic driving system

    公开(公告)号:US11518383B2

    公开(公告)日:2022-12-06

    申请号:US16250533

    申请日:2019-01-17

    Inventor: Yuji Yasui

    Abstract: There is provided a travel reference line determination system and an automatic driving system capable of determining a travel reference line of a vehicle appropriately even under conditions where information representing the track environment of the vehicle is hard to get. An ECU of an automatic driving system calculates a model y coordinate value ymw_i using a map in FIG. 4 (Step 12), calculates an estimated y coordinate value y_i using track environment data D_info (Step 11), calculates curvature C so that an error between the model y coordinate value ymw_i and the estimated y coordinate value y_i may be minimized (Step 18), calculates a travel trajectory Xf using the curvature C (Step 4), and executes automatic driving control using the travel trajectory Xf (Steps 31 to 33).

    INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD

    公开(公告)号:US20220318972A1

    公开(公告)日:2022-10-06

    申请号:US17703282

    申请日:2022-03-24

    Inventor: Yuji Yasui

    Abstract: An information processing apparatus is provided. The apparatus comprises an image acquisition unit that acquires time-series images by an imaging unit; and a processing unit that performs image processing, generates a plurality of shifted images obtained by shifting a reference image acquired before a target image among the time-series images in an up-down direction by a plurality of types of different shift amounts, and specifies a correction amount by a pitch of the imaging unit on the basis of a difference between each of the plurality of shifted images and the target image.

    CALIBRATION DEVICE, CALIBRATION METHOD, DRIVE RECORDER, VEHICLE, AND STORAGE MEDIUM

    公开(公告)号:US20220283636A1

    公开(公告)日:2022-09-08

    申请号:US17684050

    申请日:2022-03-01

    Abstract: A calibration device for calibrating line-of-sight detection processing based on an image of a face of a user includes an instruction unit configured to instruct the user to look at each of a plurality of positions, and an acquisition unit configured to acquire, for each of the plurality of positions, the image of the face of the user looking at each position. The instruction unit is configured to, when giving an instruction to look at a position that is not in front of the user of the plurality of positions without moving the face, give an instruction to look in front of the user each time a position at which the user is instructed to look switches from one position that is not in front of the user to another position that is not in front of the user.

    VEHICLE SEATBELT DEVICE
    46.
    发明申请

    公开(公告)号:US20220242363A1

    公开(公告)日:2022-08-04

    申请号:US17585617

    申请日:2022-01-27

    Abstract: A vehicle seatbelt device of an embodiment includes a recognizer that recognizes circumstances around a vehicle, a determiner that determines the state of the vehicle, a seatbelt that restrains a portion of the body of a driver of the vehicle, a tension adjustment mechanism that is able to adjust the tension of the seatbelt, a determiner that determines whether or not driving of the driver is a preferable method of driving on the basis of the circumstances recognized by the recognizer and the state determined by the determiner, and a controller that controls the tension adjustment mechanism such that a tension of the seatbelt varies when the determiner determines that driving of the driver is the preferable method of driving.

    Vehicle control device, vehicle control method, and storage medium

    公开(公告)号:US11370420B2

    公开(公告)日:2022-06-28

    申请号:US16822050

    申请日:2020-03-18

    Abstract: A vehicle control device comprising a processor configured to recognize a surrounding environment of a vehicle and perform driving control according to speed control and steering control of the vehicle on the basis of a recognition result of the recognizer. The processor is configured to recognize a physical object present on a route of the vehicle on the basis of an image representing a space in a traveling direction of the vehicle and determine whether or not the physical object is a specific obstacle that hinders traveling in a lane where the vehicle is currently traveling. The processor is further configured to start a lane change execution possibility determination before determining whether the specific obstacle hinders travel or simultaneously with a start of the determining in a case where the physical object and the vehicle is allowed to make the lane change.

    Traveling track determination processing and automated drive device

    公开(公告)号:US11338803B2

    公开(公告)日:2022-05-24

    申请号:US16711634

    申请日:2019-12-12

    Abstract: An ECU of an automated drive device determines a future traveling track for a vehicle using a first straight line that extends in a forward direction of the vehicle, a second straight line that extends along a second course, and a curved track that extends between a first predetermined point on the first straight line and a second predetermined point on the second straight line. After determination of the future traveling track, the vehicle turns to the right in an intersection during actual traveling on the traveling track, if a median strip is present in a course of the vehicle, a changed track is calculated so as to avoid interference of the vehicle with the median strip.

    INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, VEHICLE, INFORMATION PROCESSING SERVER, AND STORAGE MEDIUM

    公开(公告)号:US20210295063A1

    公开(公告)日:2021-09-23

    申请号:US17198773

    申请日:2021-03-11

    Inventor: Yuji Yasui

    Abstract: An information processing apparatus recognizes a target within an actual image by executing processing of a neural network. The information processing apparatus obtains intermediate outputs which correspond to the actual image and a computer graphics (CG) image and which are from a hidden layer when each of the actual image and the CG image has been separately input to the neural network, and causes the neural network to perform learning with use of an evaluation values based on a first evaluation function and a second evaluation function, the first evaluation function causing the evaluation value to decrease as a difference between a recognition result and training data decreases, the second evaluation function causing the evaluation value to decrease as a difference between the intermediate outputs corresponding to the actual image and the CG image decreases.

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