A method or system is capable of detecting operator behavior (“OB”) utilizing a virtuous cycle containing sensors, machine learning center (“MLC”), and cloud based network (“CBN”). In one aspect, the process monitors operator body language captured by interior sensors and captures surrounding information observed by exterior sensors onboard a vehicle as the vehicle is in motion. After selectively recording the captured data in accordance with an OB model generated by MLC, an abnormal OB (“AOB”) is detected in accordance with vehicular status signals received by the OB model. Upon rewinding recorded operator body language and the surrounding information leading up to detection of AOB, labeled data associated with AOB is generated. The labeled data is subsequently uploaded to CBN for facilitating OB model training at MLC via a virtuous cycle.


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    Title :

    METHOD AND SYSTEM FOR PROVIDING BEHAVIOR OF VEHICLE OPERATOR USING VIRTUOUS CYCLE



    Publication date :

    2021-10-28


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr



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    WELLAND ROBERT VICTOR / MCKELVIE SAMUEL JAMES / TONG RICHARD CHIA-TSING et al. | European Patent Office | 2019

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    METHOD AND SYSTEM FOR PROVIDING BEHAVIOR OF VEHICLE OPERATOR USING VIRTUOUS CYCLE

    WELLAND ROBERT VICTOR / MCKELVIE SAMUEL JAMES / TONG RICHARD CHIA-TSING et al. | European Patent Office | 2020

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    METHOD AND SYSTEM FOR PROVIDING BEHAVIOR OF VEHICLE OPERATOR USING VIRTUOUS CYCLE

    WELLAND ROBERT VICTOR / MCKELVIE SAMUEL JAMES / TONG RICHARD CHIA-TSING et al. | European Patent Office | 2019

    Free access

    Method and system for providing behavior of vehicle operator using virtuous cycle

    WELLAND ROBERT VICTOR / MCKELVIE SAMUEL JAMES / TONG RICHARD CHIA-TSING et al. | European Patent Office | 2019

    Free access

    METHOD AND SYSTEM FOR PROVIDING BEHAVIOR OF VEHICLE OPERATOR USING VIRTUOUS CYCLE

    WELLAND ROBERT VICTOR / MCKELVIE SAMUEL JAMES / TONG RICHARD CHIA-TSING et al. | European Patent Office | 2017

    Free access