Artificial intelligence-based vehicle driving risk management and control method and related equipment
A vehicle driving and artificial intelligence technology, applied in the field of vehicle driving risk management and control based on artificial intelligence, can solve the problems of insufficient driving safety monitoring and judgment, insufficient accuracy and comprehensiveness of early warning, etc., to improve the accuracy and richness, Evaluate comprehensive, accuracy-enhancing effects
Active Publication Date: 2020-11-27
CHINA PING AN PROPERTY INSURANCE CO LTD
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Problems solved by technology
[0003] This kind of monitoring system is not rich and accurate in monitoring and judging driving safety, and it only combines the driving speed to distinguish the level of alarm, and the early warning given is not accurate and comprehensive enough.
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[0059] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which this application belongs. The terms used herein in the specification of the application are only for the purpose of describing specific embodiments, and are not intended to limit the application.
[0060] It should be noted that the terms "comprising", "comprising" and "having" in the specification and claims of the present application and the above drawings and any variations thereof are intended to cover non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or units, but optionally also includes unlisted steps or units, or optionally further includes For other steps or units inherent in these processes, methods, products or devices. In the claims, description and drawings of this application, re...
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The embodiment of the present application discloses an artificial intelligence-based vehicle driving risk management and control method and related equipment, which relate to the technical field of vehicle safety driving. The method includes: receiving a video stream about a target driving user, and obtaining driving scene data; extracting facial features in the video stream, and calculating the value of the first driving risk score according to the facial features; calculating the value of the abnormal behavior score in the video stream value, and determine the value of the second driving risk score; calculate the warning score based on the abnormal behavior score, the first driving risk score and the second driving risk score; determine the warning result, and warn the target driving user. When evaluating driving risk, the method combines abnormal behavior detection with face recognition technology, makes the evaluation of driving risk more comprehensive and scientific, improves the accuracy of early warning, and integrates with the full scene data to analyze the driving risk. Real-time judgment further improves the accuracy and richness of driving risk assessment.
Description
technical field [0001] The present application relates to the technical field of vehicle safety driving, in particular to an artificial intelligence-based vehicle driving risk control method and related equipment. Background technique [0002] The existing domestic DMS (Driver Monitor System, driver monitoring system) simply uses gesture recognition, face recognition and other technologies to detect abnormal behaviors of driving users (smoking, making calls, looking left and right, etc.) Yawning, eyes closed, etc.) are detected and monitored, and combined with the driving speed to define the level of alarm and provide a driving status monitoring system for the driver. [0003] This kind of monitoring system is not rich and accurate in monitoring and judging driving safety, and only combines the driving speed to distinguish the level of alarm, and the early warning given is not accurate and comprehensive enough. Contents of the invention [0004] The technical problem to b...
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IPC IPC(8): G06K9/00B60W40/08B60W40/09
CPCB60W40/08B60W40/09B60W2040/0827G06V40/168G06V40/174G06V20/597
Inventor 付园园顾青山王宏鸿李晓琳
Owner CHINA PING AN PROPERTY INSURANCE CO LTD