Advances in vehicular technology have resulted in more controls being incorporated into cabin designs. We present a system to determine which vehicle occupant is interacting with a control on the center console when it is activated, enabling the full use of dual-view touchscreens and the removal of duplicate controls. The proposed method relies on a background subtraction algorithm incorporating information from a superpixel segmentation stage. A manifold generated via the diffusion maps process handles the large variation in hand shapes, along with determining which part of the hand interacts with controls for a given gesture. We demonstrate superior results compared with other approaches on a challenging dataset.


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    Titel :

    Visual Monitoring of Driver and Passenger Control Panel Interactions


    Beteiligte:
    Perrett, Toby (Autor:in) / Mirmehdi, Majid (Autor:in) / Dias, Eduardo (Autor:in)


    Erscheinungsdatum :

    01.02.2017


    Format / Umfang :

    2566076 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





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