In an example embodiment, a computer-implemented method is disclosed that generates a spectral signature describing one or more dynamic objects and a scene layout of a current road scene; identifies, from among one or more scene clusters included in a familiarity graph associated with a user, a road scene cluster corresponding to the current road scene; determine a position of the spectral signature relative to other spectral signatures comprising the identified road scene cluster; and generates a familiarity index estimating familiarity of the user with the current road scene based on the position of the spectral signature. The method can further include determining an assistance level based on the familiarity index of the user; and providing one or more of an auditory instruction, a visual instruction, and a tactile instruction to the user via one or more output devices of a vehicle at the determined assistance level.


    Access

    Download


    Export, share and cite



    Title :

    Generating real-time driver familiarity index for fine-grained dynamic road scenes


    Contributors:

    Publication date :

    2017-10-31


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06K Erkennen von Daten , RECOGNITION OF DATA / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS



    Generating Real-Time Driver Familiarity Index for Fine-Grained Dynamic Road Scenes

    PILLAI PREETI J / YALLA VEERAGANESH / PARUNDEKAR RAHUL RAVI et al. | European Patent Office | 2017

    Free access

    REAL-TIME GENERATION OF FAMILIARITY DEGREE INDEX OF DRIVER ON DYNAMIC ROAD SCENE

    PREETI J PILLAI / VEERAGANESH YALLA / RAHUL RAVI PARUNDEKAR et al. | European Patent Office | 2017

    Free access

    Driver familiarity modeling for generating navigation directions

    Ramachandran, Deepak / Karpov, Igor V. / Gupta, Rakesh et al. | IEEE | 2013


    Fine-Grained Vehicle Classification in Urban Traffic Scenes Using Deep Learning

    Najeeb, Syeda Aneeba / Raza, Rana Hammad / Yusuf, Adeel et al. | Springer Verlag | 2022


    Driver distraction fine-grained monitoring method and system

    CHEN JIE / JIANG YANAN / ZHAO CHEN et al. | European Patent Office | 2020

    Free access