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US Patent 11755025 Guiding vehicles through vehicle maneuvers using machine learning models

Patent 11755025 was granted and assigned to Nvidia on September, 2023 by the United States Patent and Trademark Office.

OverviewStructured DataIssuesContributors

Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
NVIDIA
NVIDIA
Current Assignee
NVIDIA
NVIDIA
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11755025
Patent Inventor Names
Artem Provodin
Chenyi Chen
Urs Muller
Date of Patent
September 12, 2023
Patent Application Number
18153072
Date Filed
January 11, 2023
Patent Citations
‌
US Patent 9701307 Systems and methods for hazard mitigation
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US Patent 7221797 Image recognizing apparatus and method
‌
US Patent 7409295 Imminent-collision detection system and process
‌
US Patent 7565006 Image acquisition and processing methods for automatic vehicular exterior lighting control
‌
US Patent 8204642 Driving assistance apparatus
‌
US Patent 9373057 Training a neural network to detect objects in images
‌
US Patent 10139831 Vehicle system and vehicle controller for controlling vehicle
‌
US Patent 10157331 Systems and methods for image preprocessing to improve accuracy of object recognition
...
Patent Primary Examiner
‌
Mathew Franklin Gordon
CPC Code
‌
G06V 10/764
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G06V 20/588
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G06N 3/08
‌
B60W 30/18154
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B60W 2420/42
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B60W 2420/52
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B62D 15/02
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B62D 15/025
...

In various examples, a trigger signal may be received that is indicative of a vehicle maneuver to be performed by a vehicle. A recommended vehicle trajectory for the vehicle maneuver may be determined in response to the trigger signal being received. To determine the recommended vehicle trajectory, sensor data may be received that represents a field of view of at least one sensor of the vehicle. A value of a control input and the sensor data may then be applied to a machine learning model(s) and the machine learning model(s) may compute output data that includes vehicle control data that represents the recommended vehicle trajectory for the vehicle through at least a portion of the vehicle maneuver. The vehicle control data may then be sent to a control component of the vehicle to cause the vehicle to be controlled according to the vehicle control data.

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