A method for generating a dense light detection and ranging (LiDAR) representation by a vision system includes receiving, at a sparse depth network, one or more sparse representations of an environment. The method also includes generating a depth estimate of the environment depicted in an image captured by an image capturing sensor. The method further includes generating, via the sparse depth network, one or more sparse depth estimates based on receiving the one or more sparse representations. The method also includes fusing the depth estimate and the one or more sparse depth estimates to generate a dense depth estimate. The method further includes generating the dense LiDAR representation based on the dense depth estimate and controlling an action of the vehicle based on identifying a three-dimensional object in the dense LiDAR representation.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    SHARED VISION SYSTEM BACKBONE


    Beteiligte:
    BHARGAVA ARJUN (Autor:in) / FANG CHAO (Autor:in) / OCHOA CHARLES CHRISTOPHER (Autor:in) / CHEN KUN-HSIN (Autor:in) / LEE KUAN-HUI (Autor:in) / GUIZILINI VITOR (Autor:in)

    Erscheinungsdatum :

    2023-11-02


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06V / 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



    Hierarchical Pretrained Backbone Vision Transformer for Image Classification in Histopathology

    Zedda, Luca / Loddo, Andrea / Di Ruberto, Cecilia | British Library Conference Proceedings | 2023



    Future ATC System Integration: Tools for Developing a Shared Vision

    Benel, R. A. / Domino, D. A. | British Library Conference Proceedings | 1994