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US Patent 12005855 Machine learning-based seatbelt detection and usage recognition using fiducial marking

Patent 12005855 was granted and assigned to NVIDIA on June, 2024 by the United States Patent and Trademark Office.

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Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
NVIDIA
NVIDIA
1
Current Assignee
NVIDIA
NVIDIA
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
120058551
Patent Inventor Names
Niranjan Avadhanam1
Feng Hu1
Date of Patent
June 11, 2024
1
Patent Application Number
169054181
Date Filed
June 18, 2020
1
Patent Citations
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US Patent 11193312 Child safety lock
1
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US Patent 10303961 Object detection and passenger notification
1
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US Patent 10885698 Method for programmable timeouts of tree traversal mechanisms in hardware
1
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US Patent 10953850 Seatbelt detection using computer vision
1
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US Patent 11295471 Camera-based pallet placement detection and notification
1
Patent Primary Examiner
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Kam Wan Ma
1
CPC Code
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B60W 50/14
1
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G06V 20/59
1
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G06N 20/00
1
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B60R 22/48
1
Patent abstract

Systems and methods for machine learning based seatbelt position detection and classification. A number of fiducial markers are placed on a vehicle seatbelt. A camera or other sensor is placed within the vehicle, to capture images or other data relating positions of the fiducial markers when the seatbelt is in use. One or more models such as machine learning models may then determine the spatial positions of the fiducial markers from the captured image information, and determine the worn state of the seatbelt. In particular, the system may determine whether the seatbelt is being worn in one or more improper states, such as not being worn or being worn in an unsafe or dangerous manner, and if so, the system may alert the vehicle to take corrective action. In this manner, the system provides constant and real-time monitoring of seatbelts to improve seatbelt usage and safety.

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