Systems and methods are disclosed for tracking objects in a physical environment using visual sensors onboard an autonomous unmanned aerial vehicle (UAV). In certain embodiments, images of the physical environment captured by the onboard visual sensors are processed to extract semantic information about detected objects. Processing of the captured images may involve applying machine learning techniques such as a deep convolutional neural network to extract semantic cues regarding objects detected in the images. The object tracking can be utilized, for example, to facilitate autonomous navigation by the UAV or to generate and display augmentative information regarding tracked objects to users.


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    Titel :

    Object Tracking By An Unmanned Aerial Vehicle Using Visual Sensors


    Beteiligte:
    DASGUPTA SAUMITRO (Autor:in) / MARTIROSYAN HAYK (Autor:in) / KOPPULA HEMA (Autor:in) / KENDALL ALEX (Autor:in) / STONE AUSTIN (Autor:in) / DONAHOE MATTHEW (Autor:in) / BACHRACH ABRAHAM GALTON (Autor:in) / BRY ADAM PARKER (Autor:in)

    Erscheinungsdatum :

    2022-09-29


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G06V / B64C AEROPLANES , Flugzeuge / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen



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